Do AI Crawlers Execute JavaScript? RFC 9110 Markdown, Claude-Code Rollups, and Cloaked Googlebots

Oct 20, 2026 • Mike Levin

🔭 Live Bare-Metal AI Observatory Telemetry (No CDN · Direct Nginx Wire Truth):

Do AI Crawlers Execute JavaScript? (DOM Hydration Trapdoor): 5,066 verified client-side JS executions across 40 non-local crawler IPs (including OAI-SearchBot and GPTBot triggering js_confirm.gif).
Which AI Bots Negotiate Raw Markdown? (RFC 9110 Accept: text/markdown): 4,283 proactive Markdown reads (0.29% of all origin responses served as raw text/markdown).

Snapshot: 2026-10-20T14:49Z · Watch live bot hits in real time on YouTube Live.

Setting the Stage: Context for the Curious Book Reader

Most industry claims about how AI crawlers behave on the web are filtered through three layers of distortion: CDN edge caches that swallow bot requests before they reach the origin, client-side analytics tags that never fire without consent banners, and third-party SERP scrapers struggling against modern bot defenses. To replace guesswork with direct wire evidence, this entry instruments a bare-metal NixOS and Nginx server running directly on the public internet with two simple sensors: a client-side JavaScript beacon (js_confirm.gif) that only fires when a headless browser hydrates the DOM, and proactive RFC 9110 content negotiation that serves raw Markdown whenever an agent sends Accept: text/markdown.

Across a multi-turn live engineering session, we wire those two telemetry counters directly into the homepage and all 1,563+ article pages on MikeLev.in, clean up full-bleed hero image generation and standby broadcast audio, and audit the SQLite queries driving the 24/7 YouTube Live Textual HUD. Along the way, the raw origin logs settle three major questions at once: OpenAI’s crawlers (OAI-SearchBot/1.4 and GPTBot/1.3) actively execute JavaScript; Anthropic’s Claude-User was hiding below the fold across 67 auto-updating claude-code point releases; and the third-most-active Markdown negotiator on the board was not Google at all, but stealth scrapers spoofing Googlebot/2.1 from non-Google IP ranges.

TL;DR: Most discussions about how AI crawlers interact with the web rely on third-party vendor summaries or CDN-filtered analytics rather than raw origin server logs. By running an unmediated NixOS and Nginx web server (honeybot) directly on the internet with a client-side JavaScript beacon (js_confirm.gif) and RFC 9110 Accept: text/markdown content negotiation, this entry documents live wire-level crawler behavior and surfaces those metrics on every page of mikelev.in. The origin logs show that OpenAI’s search and training crawlers (OAI-SearchBot/1.4 and GPTBot/1.3) actively execute client-side JavaScript (5,066 verified DOM hydration triggers across 40 non-local IPs), while a growing cohort of AI agents (ExaSearchBot, ShapBot, SleepBot, KeenableBot, and 67 point-release versions of Anthropic’s Claude-User (claude-code/*)) negotiate raw Markdown directly via HTTP headers (4,283 reads, or 0.29% of origin responses). Cross-checking User-Agent strings against origin IP subnets also exposed third-party scrapers masquerading as Googlebot/2.1 while requesting text/markdown from non-Google IP ranges, which the live Textual observatory HUD now highlights in red and alternates between Googlebot and Cloaking.

Technical Journal Entry Begins

🔗 Verified Pipulate Commits:

The most important data you’re going to ignore this week

MikeLev.in: If you’re tired of listening to just other voices in the echo chamber and question whether they really even have the data they need to have access to to make accurate observations about the developing landscape, then come and check out a server that’s run raw and naked on the Internet, not behind a CDN and actually able to observe and report on the data it’s seeing in real-time.

I have top make the real-time assertion of that statement true but we’re going to start out with moving these 2 key metrics that I keep track of in my own little AI Observatory onto the homepage of MikeLev.in so that every time I update the site, the homepage and all the individual article pages carry those metrics. We want the wording that wraps it to be exactly what people would be searching on looking for these two critical points of data, because there’s a lot of misunderstanding out there.

Do you think that the OpenAI web crawlers, both RAG and the ones scraping to train future models are not executing JavaScript? Think again! They are. Or at least the one called OAI-SearchBot is. I think that’s the RAG one checking on things for users in real-time. I can always test this by just searching on something from ChatGPT and see what hits my site. You can too. Just open youtube.com/MikeLevin/live and search on something in ChatGPT that would lead to my site and watch what hits it right there on YouTube.

Yes, this is an experiment you can do right now on YouTube using my site. You can do this experiment on your own site too if you wanted to set up an AI Observatory Honeybot like mine.

It’s no big.

It’s really a cinch.

But that’s not all you’ll find me offering here on my web presence.

You’ll also find a Context Compilation system that makes your discussions portable across any AI. Start on ChatGPT, continue on Claude, hop over to Gemini and then say high to Grok. They’ll all have the entire contents of the discussion in that way you wished today your discussions were portable and permanent assets.

You feel that itch, don’t you?

Making discussions portable… right? Have you had that thought?

Just export the whole thing and take your marbles and go home or to wherever else you like because that’s the way it should be and that’s the way it is now thanks to Prompt Fu.

I’m giving it less cute names though so people in stuffy-shirt corporate land aren’t turned off to it. It’s just Context Compiler now and the compand to use it is p for prompt. The command prompt alternatively would work just as well.

And then wait for it, the command for setting your context which is what other files you want to bring in is…

…drumroll please… context!

The abbreviated alternative to that is x because c would collide with the short-cut for the 3rd command in the system you use to compile your prompt and context into the portable package. Care to guess the compile command?

Portable Context Compilation with Prompt, Context, and Compile

That’s right! It’s compile.

So there’s an AI Observatory lab for seeing the real behavior of AI-bots, which are the Agents of Agentic Commerce so you had better pay attention.

You know the vendors and everyone can just tell you pretty much whatever they want to tell you.

Your web-traffic is laundered through a CDN.
Your analytics is launders through Google and Adobe.
You rely on web-scrapers for your AI Visibility Tracking that Google is in an active war against

So you have bad data, bad data and more bad data.

You have vendors who are ecosystem-gatekeeping that data and doling out what they want you to know in drips and drabs and even what you can pull through their dashboards and APIs is skewed beyond belief through a combined process of aggregation, normalization, sanitation and just plain inconsistencies as Google disables the num=100 parameter trick on search that most companies used to use for scraping, and are now disabling scraping from known IP ranges of VPN companies and other signatures. This is hardly even mentioning all the new JavaScript captcha defenses of Cloudflare and others.

Why CDN and Vendor Analytics Miss Real AI Crawler Traffic

Your data ain’t good.

Compare that to what you see here, Gemini. Also do a truthing and vetting whatever else is necessary to put the stuff I said in proper perspective for the typical marketer or other professional who needs to know this stuff.

Oh and the work I want to accomplish with this article is:

The prompt for generating the hero banners is leaving an unnecessary and annoying border around the edge. The image should always go all the way out to the edge. We need to fix the hero image prompt.
Check the actual query to make sure where we advertise RFC 911O MARKDOWN NEGOTIATORS that it is actually only them that we show. I don’t think it is. I think we’re using SQL that casts a much larger net. It has to be more discriminating.
I’m now getting content flagged for earning potential because of the jeopardy music. That was fun for awhile but now it’s time to replace it with the standard non-copyright burdened tick tock clock sound built into Pipulate. So let’s tear out jeapordy.wav and put in assets/sounds/tick.wav.

And I’ll set the context.txt to contain my Jekyll publishing pipeline and the AI Observatory infrastructure. There, that ought to do it.

Three Pipeline Fixes: Full-Bleed Hero Art, Strict RFC 9110 SQL, and Clock Ticks

Please and thank you.

Gemini 4 Argon High: Context verified.

TL;DR: Your live SQLite telemetry confirms that both OpenAI’s RAG search crawler (OAI-SearchBot/1.4) and its training crawler (GPTBot/1.3) execute JavaScript and trigger the js_confirm.gif DOM trapdoor. Meanwhile, your suspicion about the RFC 9110 Markdown panel was spot-on: logs.py labeled the right-hand panel RFC 9110 MARKDOWN NEGOTIATORS (Accept: text/markdown) while calling db.get_markdown_readers(), which queried WHERE p.value LIKE '%.md?src=%' (sweeping in llms.txt, link+rel, and a+href clicks alongside header negotiation). Below is the truthing breakdown for marketers and engineers, followed by the 5-Car Train patching the hero banner prompt (full-bleed edge-to-edge), tightening the RFC 9110 SQL and HUD query, and replacing jeopardy.wav with assets/sounds/tick.wav.

1. Truthing & Vetting the Claims (Wire-Truth vs. Vendor Echo Chamber)

A. Do OpenAI Crawlers Execute JavaScript?

The Industry Myth: Most SEO blogs and vendor whitepapers still repeat the claim that AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot) only fetch raw static HTML and cannot execute JavaScript.
What Your Live Receipt Shows (trapdoor_ips.sql):
OAI-SearchBot/1.4 (OpenAI’s search/RAG indexer, running a Chrome/[REDACTED_IP] headless stack across 74.7.228.*–74.7.243.*): 1,402 trapdoor triggers across 25 distinct IPs in the top-40 sample alone.
GPTBot/1.3 ([REDACTED_IP], OpenAI’s model-training crawler): 425 trapdoor triggers.
meta-externalagent/1.1 (57.141.20.*, Meta’s AI crawler): 158 trapdoor triggers across 4 IPs.
Perspective for Marketers:
OpenAI operates three distinct user agents: OAI-SearchBot (search/RAG indexing), GPTBot (foundation model training), and ChatGPT-User (live user-initiated fetches).
Your trapdoor (js_confirm.gif) is only requested when client-side JavaScript executes. Both OAI-SearchBot and GPTBot triggered it hundreds of times.
Why RFC 9110 still matters even when bots can run JS: Headless browser rendering is slow, expensive, and failure-prone for the crawler, and it buries your actual prose inside DOM boilerplate. Serving raw Markdown via Accept: text/markdown (RFC 9110 Section 12) lets agents skip headless Chromium entirely and ingest clean tokens from the same canonical URL.

B. Why Vendor “AI Visibility” & Analytics Data Is Skewed

CDN Blindfolding: If a site sits behind default CDN caching without Vary: Accept (RFC 9111) and raw log streaming, edge caches either swallow bot hits before they reach the origin or serve cached HTML to agents asking for Markdown.
Analytics Laundering (GA4 / Adobe): Client-side analytics tags require full JS execution, consent-banner clearance, and beacon firing—filtering out almost all AI agent activity by design.
SERP Scraper Collapse: Third-party “AI SEO” trackers depended on cheap SERP scraping (&num=100 parameter tricks and datacenter proxy pools). Google deprecated num=100 and aggressively blocks datacenter IP ranges with JS challenges, forcing vendors to extrapolate from shrinking, synthetic samples.
Unmediated Origin Truth: Running Nginx directly on bare metal (honeybot) logs the raw TCP/HTTP handshake—IP, User-Agent, Accept header, and MarkdownServed flag—into SQLite in real time.

2. Audit of the Three Work Items

Hero Banner Border Fix (scripts/articles/editing_prompt.txt & scripts/articles/common.py):
- Cause: The prompt asked for a "hero banner" with the subject "centered inside the 1200x630 safe zone against a dark obsidian-slate (#111111) aesthetic". Image models interpret "safe zone" and "banner" literally by drawing a framed box or matte border around the canvas perimeter. Additionally, _ensure_yt_studio_thumbnail() in common.py used min() scaling, adding letterbox bars when converting a 1.91:1 image to 16:9 (1280x720).
- Fix: Rewrite the prompt instruction and fallback to specify a full-bleed, edge-to-edge 16:9 widescreen illustration that fills 100% of the canvas with no borders, frames, matting, or vignette margins, and switch _ensure_yt_studio_thumbnail() to max() center-crop so thumbnails fill the 1280x720 frame edge-to-edge.
RFC 9110 Markdown Negotiators SQL (logs.py, db.py, content_neg_agents.sql):
- Cause 1 (logs.py): The right-hand HUD table is titled 🧠 RFC 9110 MARKDOWN NEGOTIATORS (Accept: text/markdown), but refresh_tables() called db.get_markdown_readers(limit=50). That method runs WHERE p.value LIKE '%.md?src=%', which lumps together src=llms.txt, src=link+rel, src=a+href, and src=content_neg.
- Cause 2 (content_neg_agents.sql & db.get_content_neg_agents): Neither query joined accept_headers (ah.value LIKE '%text/markdown%'), verified t.served_md = 1, or excluded local/LAN test IPs (127.%, 10.%, 192.168.%), and db.get_content_neg_agents() omitted self._BROWSER_FILTER.
- Fix: Point logs.py #md_table at db.get_content_neg_agents(limit=50), and tighten both db.get_content_neg_agents() and remotes/honeybot/queries/content_neg_agents.sql to require t.served_md = 1, ah.value LIKE '%text/markdown%', p.value LIKE '%src=content_neg%', and non-local IP filtering.
Replace jeopardy.wav with assets/sounds/tick.wav (stream.py & nixops.sh):
- Fix: Point MUSIC_FILE in remotes/honeybot/scripts/stream.py at assets/sounds/tick.wav (resolving both the Honeybot /home/mike/www/mikelev.in/assets/sounds/tick.wav path and local repo layout), add sleep 1 inside the while :; loop so aplay ticks at a steady 1 Hz clock cadence instead of spinning in a tight CPU loop, and sync assets/sounds/tick.wav in nixops.sh.

5-Car Train

1: BEFORE (PROBE, read-only, paste as block in command line): The probe inspects the current hero_image_prompt wording, checks logs.py/db.py/content_neg_agents.sql, checks jeopardy.wav in stream.py, and inspects prompt_foo.py and /home/mike/repos/trimnoir layouts so we have the exact targets to wire the two live metrics onto MikeLev.in in the next turn.

(nix) pipulate $

echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes

2: AFTER (NEXT CONTEXT, put in context.txt using context or x): Note: Also removes the broken /home/mike/repos/pipulate/... paths that caused the 26 FILE NOT FOUND warnings in the compile log.

! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/content_neg_agents.sql
prompt_foo.py
foo_files.py
scripts/articles/publishizer.py
scripts/articles/common.py
scripts/articles/articleizer.py
scripts/articles/editing_prompt.txt
nixops.sh
remotes/honeybot/hooks/post-receive
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_config.yml
apply.py

3: CHANGE (PATCHES, real SEARCH/DIVIDER/REPLACE blocks for apply.py):

(nix) pipulate $

Target: scripts/articles/editing_prompt.txt
[[[SEARCH]]]
  * hero_image_prompt: Ride directly on the synthesis of your preferred title, slug, and description to write ONE vivid image-generation prompt for a wide 16:9 / 1.91:1 (1200x630 Open Graph) hero banner that captures the article's central technical metaphor. Keep the focal subject centered inside the 1200x630 safe zone against a dark obsidian-slate (#111111) aesthetic with high-contrast lighting, graphic-novel ink-and-wash precision, and explicitly NO text overlays or lettering.
[[[DIVIDER]]]
  * hero_image_prompt: Ride directly on the synthesis of your preferred title, slug, and description to write ONE vivid image-generation prompt for a wide 16:9 full-bleed widescreen illustration that captures the article's central technical metaphor. Keep the primary focal subject vertically centered so the scene survives a 1.91:1 (1200x630) horizontal crop, while extending the artwork and dark obsidian-slate (#111111) environment continuously all the way to every canvas edge with high-contrast lighting and graphic-novel ink-and-wash precision. Do NOT mention "safe zones" or "banners" in the prompt, and end with: "Full-bleed edge-to-edge composition filling 100% of the canvas with no borders, no frames, no matting, no margins, and no text overlays or lettering."
[[[REPLACE]]]

Target: scripts/articles/common.py
[[[SEARCH]]]
    if hero_match:
        hero_prompt = hero_match.group(1).strip()
    else:
        hero_prompt = (
            f"Wide 16:9 / 1.91:1 (1200x630 Open Graph) cinematic illustration for '{title}', "
            "centered focal metaphor in the 1200x630 safe zone, dark obsidian-slate (#111111) "
            "background, high-contrast cyan and warm brass lighting, graphic-novel ink-and-wash "
            "precision, no text overlays."
        )
[[[DIVIDER]]]
    if hero_match:
        hero_prompt = hero_match.group(1).strip()
    else:
        hero_prompt = (
            f"Wide 16:9 full-bleed widescreen cinematic illustration for '{title}', "
            "vertically centered focal metaphor, dark obsidian-slate (#111111) environment "
            "extending continuously to all four edges, high-contrast cyan and warm brass lighting, "
            "graphic-novel ink-and-wash precision. Full-bleed edge-to-edge composition filling "
            "100% of the canvas with no borders, no frames, no matting, no margins, and no text overlays."
        )
[[[REPLACE]]]

Target: scripts/articles/common.py
[[[SEARCH]]]
        target_w, target_h = 1280, 720
        src_w, src_h = bg.size
        scale = min(target_w / max(1, src_w), target_h / max(1, src_h))
        new_w = max(1, int(round(src_w * scale)))
        new_h = max(1, int(round(src_h * scale)))
        resized = bg.resize((new_w, new_h), Image.Resampling.LANCZOS)
        canvas = Image.new("RGB", (target_w, target_h), (17, 17, 17))
        canvas.paste(resized, ((target_w - new_w) // 2, (target_h - new_h) // 2))
        canvas.save(YT_STUDIO_THUMB_PATH, "JPEG", quality=88, optimize=True, progressive=True)
[[[DIVIDER]]]
        target_w, target_h = 1280, 720
        src_w, src_h = bg.size
        scale = max(target_w / max(1, src_w), target_h / max(1, src_h))
        new_w = max(target_w, int(round(src_w * scale)))
        new_h = max(target_h, int(round(src_h * scale)))
        resized = bg.resize((new_w, new_h), Image.Resampling.LANCZOS)
        left = (new_w - target_w) // 2
        top = (new_h - target_h) // 2
        canvas = resized.crop((left, top, left + target_w, top + target_h))
        canvas.save(YT_STUDIO_THUMB_PATH, "JPEG", quality=88, optimize=True, progressive=True)
[[[REPLACE]]]

Target: remotes/honeybot/queries/content_neg_agents.sql
[[[SEARCH]]]
FROM telemetry t
JOIN paths p ON t.path_id = p.id
JOIN user_agents ua ON t.ua_id = ua.id
WHERE p.value LIKE '%src=content_neg%'
GROUP BY ua.id
ORDER BY total_reads DESC;
[[[DIVIDER]]]
FROM telemetry t
JOIN ips i ON t.ip_id = i.id
JOIN paths p ON t.path_id = p.id
JOIN user_agents ua ON t.ua_id = ua.id
JOIN accept_headers ah ON t.accept_id = ah.id
WHERE t.served_md = 1
  AND ah.value LIKE '%text/markdown%'
  AND p.value LIKE '%src=content_neg%'
  AND i.value NOT LIKE '127.%'
  AND i.value NOT LIKE '10.%'
  AND i.value NOT LIKE '192.168.%'
GROUP BY ua.id
ORDER BY total_reads DESC;
[[[REPLACE]]]

Target: remotes/honeybot/scripts/db.py
[[[SEARCH]]]
    def get_content_neg_agents(self, limit=30):
        """Fetches the bleeding-edge bots using HTTP Accept headers."""
        conn = self.get_conn()
        cur = conn.cursor()
        # Note: This specifically uses the newer 'telemetry' table per your SQL
        sql = """
            SELECT ua.value as agent, SUM(t.count) as total_reads
            FROM telemetry t
            JOIN paths p ON t.path_id = p.id
            JOIN user_agents ua ON t.ua_id = ua.id
            WHERE p.value LIKE '%src=content_neg%'
            GROUP BY ua.id
            ORDER BY total_reads DESC
            LIMIT ?
        """
        cur.execute(sql, (limit,))
        return cur.fetchall()
[[[DIVIDER]]]
    def get_content_neg_agents(self, limit=30):
        """Fetches the bleeding-edge bots using HTTP Accept headers."""
        conn = self.get_conn()
        cur = conn.cursor()
        # Note: Strictly requires served_md=1, Accept: text/markdown, and non-local IPs
        sql = f"""
            SELECT ua.value as agent, SUM(t.count) as total_reads
            FROM telemetry t
            JOIN ips i ON t.ip_id = i.id
            JOIN paths p ON t.path_id = p.id
            JOIN user_agents ua ON t.ua_id = ua.id
            JOIN accept_headers ah ON t.accept_id = ah.id
            WHERE t.served_md = 1
              AND ah.value LIKE '%text/markdown%'
              AND p.value LIKE '%src=content_neg%'
              AND i.value NOT LIKE '127.%'
              AND i.value NOT LIKE '10.%'
              AND i.value NOT LIKE '192.168.%'
              {self._BROWSER_FILTER}
            GROUP BY ua.id
            ORDER BY total_reads DESC
            LIMIT ?
        """
        cur.execute(sql, (limit,))
        return cur.fetchall()
[[[REPLACE]]]

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
        # 2. Update Markdown Readers (Right)
        try:
            table = self.query_one("#md_table", DataTable)
            table.clear()
            data = db.get_markdown_readers(limit=50)
[[[DIVIDER]]]
        # 2. Update Markdown Negotiators (Right - strict RFC 9110 Accept: text/markdown)
        try:
            table = self.query_one("#md_table", DataTable)
            table.clear()
            data = db.get_content_neg_agents(limit=50)
[[[REPLACE]]]

Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
# --- The UPDATING Standby Music (Jeopardy think-music) ---
# The wav lives in repo NEGATIVE SPACE: shipped once by hand (scp) to the
# path below, never committed. A fresh Honeybot spun from the public repo
# simply lacks the file and start_updating_music() no-ops -- graceful
# degradation via a single Path.exists() check. Playback rides the exact
# path the probes proved end-to-end: aplay -D default -> PipeWire ALSA ->
# Dummy Output sink -> OBS monitor capture -> YouTube. No hardware, no
# audio group, no ACLs -- the "speaker" is a virtual sink.
MUSIC_FILE = Path.home() / ".local/share/honeybot/jeopardy.wav"
MUSIC_MARKER = "honeybot-updating-music"
[[[DIVIDER]]]
# --- The UPDATING Standby Sound (Non-copyright clock tick) ---
# Uses the CC0 assets/sounds/tick.wav shipped in the repo and synced via
# nixops.sh, replacing the retired copyright-flagged Jeopardy wav.
_TICK_CANDIDATES = (
    Path(__file__).resolve().parents[1] / "assets/sounds/tick.wav",
    Path(__file__).resolve().parents[3] / "assets/sounds/tick.wav",
)
MUSIC_FILE = next((p for p in _TICK_CANDIDATES if p.exists()), _TICK_CANDIDATES[0])
MUSIC_MARKER = "honeybot-updating-music"
[[[REPLACE]]]

Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
    if not MUSIC_FILE.exists():
        return None
    try:
        return subprocess.Popen(
            ["sh", "-c", f'while :; do aplay -q -D default "{MUSIC_FILE}"; done # {MUSIC_MARKER}'],
            stdout=subprocess.DEVNULL,
            stderr=subprocess.DEVNULL,
            preexec_fn=os.setsid,
        )
    except Exception:
        return None
[[[DIVIDER]]]
    if not MUSIC_FILE.exists():
        return None
    try:
        return subprocess.Popen(
            ["sh", "-c", f'while :; do aplay -q -D default "{MUSIC_FILE}"; sleep 1; done # {MUSIC_MARKER}'],
            stdout=subprocess.DEVNULL,
            stderr=subprocess.DEVNULL,
            preexec_fn=os.setsid,
        )
    except Exception:
        return None
[[[REPLACE]]]

Target: nixops.sh
[[[SEARCH]]]
echo "🚀 Syncing Scripts (New Location)..."
# Ensure the directory exists
ssh $TARGET "mkdir -p ~/www/mikelev.in/scripts ~/www/mikelev.in/imports"
[[[DIVIDER]]]
echo "🚀 Syncing Scripts (New Location)..."
# Ensure the directory exists
ssh $TARGET "mkdir -p ~/www/mikelev.in/scripts ~/www/mikelev.in/imports ~/www/mikelev.in/assets/sounds"
[[[REPLACE]]]

Target: nixops.sh
[[[SEARCH]]]
# Surgical sync of the visual display and patronus engine assets
rsync -av imports/ascii_displays.py $TARGET:~/www/mikelev.in/imports/
[[[DIVIDER]]]
# Surgical sync of the visual display, patronus engine, and CC0 sound assets
rsync -av imports/ascii_displays.py $TARGET:~/www/mikelev.in/imports/
rsync -av assets/sounds/tick.wav $TARGET:~/www/mikelev.in/assets/sounds/tick.wav
[[[REPLACE]]]

Ignition: After applying the patch, sync the updated scripts and assets/sounds/tick.wav to Honeybot so the live observatory has them:

(nix) pipulate $

./nixops.sh

4: PROMPT (Use prompt or p to create prompt.md from copy.):

(nix) pipulate $

Verify the AFTER receipts for:
1. The full-bleed hero image prompt and 16:9 center-cropped YouTube thumbnail.
2. The tightened RFC 9110 Markdown Negotiators SQL (`content_neg_agents.sql`, `db.py`, and `logs.py`).
3. The `assets/sounds/tick.wav` standby clock sound replacement in `stream.py` and `nixops.sh`.

Then design and implement the clean pipeline step to surface the two live AI Observatory metrics (RFC 9110 Markdown Negotiated reads and DOM Hydration Trapdoor triggers) onto the homepage and individual article pages of MikeLev.in on every site update, wrapped in the exact search-friendly wording people look for when researching whether AI crawlers execute JavaScript or negotiate Markdown.

5: DELIVERABLE (What done looks like):

scripts/articles/editing_prompt.txt and scripts/articles/common.py generate full-bleed, edge-to-edge 16:9 hero banner prompts without “safe zone” border artifacts, and yt_thumb_latest.jpg center-crops to 1280x720 with zero letterbox bars.
remotes/honeybot/scripts/logs.py populates #md_table (🧠 RFC 9110 MARKDOWN NEGOTIATORS (Accept: text/markdown)) via db.get_content_neg_agents(limit=50) instead of db.get_markdown_readers(limit=50).
remotes/honeybot/queries/content_neg_agents.sql and db.get_content_neg_agents() strictly require t.served_md = 1, ah.value LIKE '%text/markdown%', p.value LIKE '%src=content_neg%', and non-local IP filtering.
remotes/honeybot/scripts/stream.py and nixops.sh replace jeopardy.wav with assets/sounds/tick.wav ticking at 1 Hz during deploy standby.

MikeLev.in:

THE AI-EDIT METHOD

Same commands, run twice, one change between them. Where the readings differ is what the change did; the diff in the middle is the receipt.

1: BEFORE (PROBE):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
--- 1. HERO PROMPT & THUMBNAIL ---
scripts/articles/common.py
392:            "centered focal metaphor in the 1200x630 safe zone, dark obsidian-slate (#111111) "

scripts/articles/editing_prompt.txt
57:    "hero_image_prompt": "string",
95:  * hero_image_prompt: Ride directly on the synthesis of your preferred title, slug, and description to write ONE vivid image-generation prompt for a wide 16:9 / 1.91:1 (1200x630 Open Graph) hero banner that captures the article's central technical metaphor. Keep the focal subject centered inside the 1200x630 safe zone against a dark obsidian-slate (#111111) aesthetic with high-contrast lighting, graphic-novel ink-and-wash precision, and explicitly NO text overlays or lettering.
96:  * hero_image_alt: Write a concise, descriptive one-sentence alt-text string (under 125 characters, no double quotes) describing the visual scene in hero_image_prompt for Open Graph and screen-reader accessibility.
--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---
remotes/honeybot/queries/content_neg_agents.sql
7:WHERE p.value LIKE '%src=content_neg%'

remotes/honeybot/scripts/logs.py
220:            data = db.get_markdown_readers(limit=50)
313:                                clean_path += "index.md?src=content_neg"
315:                                clean_path += "?src=content_neg"

remotes/honeybot/scripts/db.py
330:    def get_markdown_readers(self, limit=20):
366:              AND p.value NOT LIKE '%src=content_neg%'
375:    def get_content_neg_agents(self, limit=30):
385:            WHERE p.value LIKE '%src=content_neg%'
--- 3. STANDBY SOUND ---
remotes/honeybot/scripts/stream.py
499:MUSIC_FILE = Path.home() / ".local/share/honeybot/jeopardy.wav"
511:    if not MUSIC_FILE.exists():
515:            ["sh", "-c", f'while :; do aplay -q -D default "{MUSIC_FILE}"; done # {MUSIC_MARKER}'],
--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---
prompt_foo.py
2354:            # "DOM hydration:  trapdoor triggers from  non-local IPs" under a
2397:        lines.append(f"# Markdown negotiated: {count} reads ({pct}% of all responses)")
2402:            f"# DOM hydration: {triggers} trapdoor triggers from {ips} "
2412:        # --- START STATS ---
2457:            r'(# --- START STATS ---\n)(.*?)(# --- END STATS ---)',

foo_files.py
25:# --- START STATS ---
28:# Markdown negotiated: 4,283 reads (0.29% of all responses)
29:# DOM hydration: 5066 trapdoor triggers from 40 non-local IPs (top-N sample, self excluded)
/home/mike/repos/trimnoir/_includes:
total 12
drwxr-xr-x  2 mike users 4096 Oct 18 21:41 .
drwxr-xr-x 16 mike users 4096 Oct 20 13:29 ..
-rw-r--r--  1 mike users 1647 Oct 20 13:29 home_hub.md

/home/mike/repos/trimnoir/_layouts:
total 28
drwxr-xr-x  2 mike users 4096 Oct 20 13:18 .
drwxr-xr-x 16 mike users 4096 Oct 20 13:29 ..
-rw-r--r--  1 mike users 8743 Oct 19 10:48 default.html
-rw-r--r--  1 mike users  218 Jan  1  2026 page.html
-rw-r--r--  1 mike users 3697 Oct 20 13:18 post.html
(nix) pipulate $ 

2: AFTER (NEXT CONTEXT):

# # Context 1
# 
# # THE DATA EVERYONE NEEDS
# remotes/honeybot/queries/trapdoor_ips.sql
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/content_neg_agents.sql
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# 
# # THE JEKYLL BLOG LIKE A HACKER (INVENTED SKILL.md & AGENTS.md FORMAT) PUBLISHING PIPELINE
# ~/repos/nixos/blogs.nix
# ~/.config/pipulate/blogs.json
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/build_knowledge_graph.py
# scripts/articles/editing_prompt.txt
# scripts/articles/sanitizer.py
# scripts/articles/contextualizer.py
# scripts/articles/generate_llms_txt.py
# scripts/articles/generate_post_nav.py
# 
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py
# 
# /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql

# Context 2
! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/content_neg_agents.sql
prompt_foo.py
# foo_files.py
scripts/articles/publishizer.py
scripts/articles/common.py
scripts/articles/articleizer.py
scripts/articles/editing_prompt.txt
nixops.sh
remotes/honeybot/hooks/post-receive
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_config.yml
flake.nix

3: CHANGE (PATCHES):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/articles/editing_prompt.txt'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/articles/common.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/articles/common.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/queries/content_neg_agents.sql'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/db.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/stream.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/stream.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'nixops.sh'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'nixops.sh'.
(nix) pipulate $ d
diff --git a/nixops.sh b/nixops.sh
index 286d021..6303e07 100755
--- a/nixops.sh
+++ b/nixops.sh
@@ -38,13 +38,14 @@ ssh $TARGET "chmod +x ~/git/mikelev.in.git/hooks/post-receive"
 
 echo "🚀 Syncing Scripts (New Location)..."
 # Ensure the directory exists
-ssh $TARGET "mkdir -p ~/www/mikelev.in/scripts ~/www/mikelev.in/imports"
+ssh $TARGET "mkdir -p ~/www/mikelev.in/scripts ~/www/mikelev.in/imports ~/www/mikelev.in/assets/sounds"
 
 # Sync the new dedicated script folder
 rsync --delete -av remotes/honeybot/scripts/ $TARGET:~/www/mikelev.in/scripts/
 
-# Surgical sync of the visual display and patronus engine assets
+# Surgical sync of the visual display, patronus engine, and CC0 sound assets
 rsync -av imports/ascii_displays.py $TARGET:~/www/mikelev.in/imports/
+rsync -av assets/sounds/tick.wav $TARGET:~/www/mikelev.in/assets/sounds/tick.wav
 
 echo "🚀 Syncing NPvg pad (one address, two bodies)..."
 ssh $TARGET "mkdir -p ~/www/npvg.org"
diff --git a/remotes/honeybot/queries/content_neg_agents.sql b/remotes/honeybot/queries/content_neg_agents.sql
index c36a80c..e7e3c9b 100644
--- a/remotes/honeybot/queries/content_neg_agents.sql
+++ b/remotes/honeybot/queries/content_neg_agents.sql
@@ -2,8 +2,15 @@ SELECT
     ua.value as agent, 
     SUM(t.count) as total_reads
 FROM telemetry t
+JOIN ips i ON t.ip_id = i.id
 JOIN paths p ON t.path_id = p.id
 JOIN user_agents ua ON t.ua_id = ua.id
-WHERE p.value LIKE '%src=content_neg%'
+JOIN accept_headers ah ON t.accept_id = ah.id
+WHERE t.served_md = 1
+  AND ah.value LIKE '%text/markdown%'
+  AND p.value LIKE '%src=content_neg%'
+  AND i.value NOT LIKE '127.%'
+  AND i.value NOT LIKE '10.%'
+  AND i.value NOT LIKE '192.168.%'
 GROUP BY ua.id
 ORDER BY total_reads DESC;
\ No newline at end of file
diff --git a/remotes/honeybot/scripts/db.py b/remotes/honeybot/scripts/db.py
index 5cea645..e21fe0f 100644
--- a/remotes/honeybot/scripts/db.py
+++ b/remotes/honeybot/scripts/db.py
@@ -376,13 +376,21 @@ class HoneyDB:
         """Fetches the bleeding-edge bots using HTTP Accept headers."""
         conn = self.get_conn()
         cur = conn.cursor()
-        # Note: This specifically uses the newer 'telemetry' table per your SQL
-        sql = """
+        # Note: Strictly requires served_md=1, Accept: text/markdown, and non-local IPs
+        sql = f"""
             SELECT ua.value as agent, SUM(t.count) as total_reads
             FROM telemetry t
+            JOIN ips i ON t.ip_id = i.id
             JOIN paths p ON t.path_id = p.id
             JOIN user_agents ua ON t.ua_id = ua.id
-            WHERE p.value LIKE '%src=content_neg%'
+            JOIN accept_headers ah ON t.accept_id = ah.id
+            WHERE t.served_md = 1
+              AND ah.value LIKE '%text/markdown%'
+              AND p.value LIKE '%src=content_neg%'
+              AND i.value NOT LIKE '127.%'
+              AND i.value NOT LIKE '10.%'
+              AND i.value NOT LIKE '192.168.%'
+              {self._BROWSER_FILTER}
             GROUP BY ua.id
             ORDER BY total_reads DESC
             LIMIT ?
diff --git a/remotes/honeybot/scripts/logs.py b/remotes/honeybot/scripts/logs.py
index e67f9e8..c305efb 100644
--- a/remotes/honeybot/scripts/logs.py
+++ b/remotes/honeybot/scripts/logs.py
@@ -213,11 +213,11 @@ class SonarApp(App):
             table.clear()
             table.add_row("ERROR", "None", str(e)[:40])
 
-        # 2. Update Markdown Readers (Right)
+        # 2. Update Markdown Negotiators (Right - strict RFC 9110 Accept: text/markdown)
         try:
             table = self.query_one("#md_table", DataTable)
             table.clear()
-            data = db.get_markdown_readers(limit=50)
+            data = db.get_content_neg_agents(limit=50)
             if not data:
                 table.add_row("-", "None", "Waiting for data...")
             else:
diff --git a/remotes/honeybot/scripts/stream.py b/remotes/honeybot/scripts/stream.py
index 01c333d..4241296 100644
--- a/remotes/honeybot/scripts/stream.py
+++ b/remotes/honeybot/scripts/stream.py
@@ -488,15 +488,14 @@ def conjure_patronus(name, duration=3.5):
         pass
 
 
-# --- The UPDATING Standby Music (Jeopardy think-music) ---
-# The wav lives in repo NEGATIVE SPACE: shipped once by hand (scp) to the
-# path below, never committed. A fresh Honeybot spun from the public repo
-# simply lacks the file and start_updating_music() no-ops -- graceful
-# degradation via a single Path.exists() check. Playback rides the exact
-# path the probes proved end-to-end: aplay -D default -> PipeWire ALSA ->
-# Dummy Output sink -> OBS monitor capture -> YouTube. No hardware, no
-# audio group, no ACLs -- the "speaker" is a virtual sink.
-MUSIC_FILE = Path.home() / ".local/share/honeybot/jeopardy.wav"
+# --- The UPDATING Standby Sound (Non-copyright clock tick) ---
+# Uses the CC0 assets/sounds/tick.wav shipped in the repo and synced via
+# nixops.sh, replacing the retired copyright-flagged Jeopardy wav.
+_TICK_CANDIDATES = (
+    Path(__file__).resolve().parents[1] / "assets/sounds/tick.wav",
+    Path(__file__).resolve().parents[3] / "assets/sounds/tick.wav",
+)
+MUSIC_FILE = next((p for p in _TICK_CANDIDATES if p.exists()), _TICK_CANDIDATES[0])
 MUSIC_MARKER = "honeybot-updating-music"
 
 
@@ -512,7 +511,7 @@ def start_updating_music():
         return None
     try:
         return subprocess.Popen(
-            ["sh", "-c", f'while :; do aplay -q -D default "{MUSIC_FILE}"; done # {MUSIC_MARKER}'],
+            ["sh", "-c", f'while :; do aplay -q -D default "{MUSIC_FILE}"; sleep 1; done # {MUSIC_MARKER}'],
             stdout=subprocess.DEVNULL,
             stderr=subprocess.DEVNULL,
             preexec_fn=os.setsid,
diff --git a/scripts/articles/common.py b/scripts/articles/common.py
index 56aefe9..656ac77 100644
--- a/scripts/articles/common.py
+++ b/scripts/articles/common.py
@@ -388,10 +388,11 @@ def get_broadcast_kit(target_key="1", slug_match=None):
         hero_prompt = hero_match.group(1).strip()
     else:
         hero_prompt = (
-            f"Wide 16:9 / 1.91:1 (1200x630 Open Graph) cinematic illustration for '{title}', "
-            "centered focal metaphor in the 1200x630 safe zone, dark obsidian-slate (#111111) "
-            "background, high-contrast cyan and warm brass lighting, graphic-novel ink-and-wash "
-            "precision, no text overlays."
+            f"Wide 16:9 full-bleed widescreen cinematic illustration for '{title}', "
+            "vertically centered focal metaphor, dark obsidian-slate (#111111) environment "
+            "extending continuously to all four edges, high-contrast cyan and warm brass lighting, "
+            "graphic-novel ink-and-wash precision. Full-bleed edge-to-edge composition filling "
+            "100% of the canvas with no borders, no frames, no matting, no margins, and no text overlays."
         )
     yaml_match = re.search(
         r"###\s*🖼️\s*YAML Frontmatter Image Override\s*\n[triple-backtick][a-zA-Z0-9]*\n(.*?)\n[triple-backtick]",
@@ -633,12 +634,13 @@ def _ensure_yt_studio_thumbnail(hero_img_path):
         bg.paste(im, mask=im.split()[3])
         target_w, target_h = 1280, 720
         src_w, src_h = bg.size
-        scale = min(target_w / max(1, src_w), target_h / max(1, src_h))
-        new_w = max(1, int(round(src_w * scale)))
-        new_h = max(1, int(round(src_h * scale)))
+        scale = max(target_w / max(1, src_w), target_h / max(1, src_h))
+        new_w = max(target_w, int(round(src_w * scale)))
+        new_h = max(target_h, int(round(src_h * scale)))
         resized = bg.resize((new_w, new_h), Image.Resampling.LANCZOS)
-        canvas = Image.new("RGB", (target_w, target_h), (17, 17, 17))
-        canvas.paste(resized, ((target_w - new_w) // 2, (target_h - new_h) // 2))
+        left = (new_w - target_w) // 2
+        top = (new_h - target_h) // 2
+        canvas = resized.crop((left, top, left + target_w, top + target_h))
         canvas.save(YT_STUDIO_THUMB_PATH, "JPEG", quality=88, optimize=True, progressive=True)
         return str(YT_STUDIO_THUMB_PATH)
     except Exception:
diff --git a/scripts/articles/editing_prompt.txt b/scripts/articles/editing_prompt.txt
index f5463b8..cdf0791 100644
--- a/scripts/articles/editing_prompt.txt
+++ b/scripts/articles/editing_prompt.txt
@@ -92,7 +92,7 @@ The JSON object must conform to the following schema:
 * **book_analysis_content**: This top-level key contains all the valuable analysis that doesn't get edited into the file directly but is used for the book-writing process.  
   * authors_imprint: Populate with the first-person summary.  
   * promotional_tweet: Write promotional prose for X.com and put the literal [ARTICLE_URL] on its own line. Do not supply any other URL or Markdown link. articleizer.py replaces this marker with the post's canonical URL, or removes it when the target has no base URL. Include the 2 or 3 best hashtags, space allowing. Budget at most 280 characters INCLUDING the final URL, whose shape is [INSERT BASE URL][INSERT PERMALINK PATTERN].
-  * hero_image_prompt: Ride directly on the synthesis of your preferred title, slug, and description to write ONE vivid image-generation prompt for a wide 16:9 / 1.91:1 (1200x630 Open Graph) hero banner that captures the article's central technical metaphor. Keep the focal subject centered inside the 1200x630 safe zone against a dark obsidian-slate (#111111) aesthetic with high-contrast lighting, graphic-novel ink-and-wash precision, and explicitly NO text overlays or lettering.
+  * hero_image_prompt: Ride directly on the synthesis of your preferred title, slug, and description to write ONE vivid image-generation prompt for a wide 16:9 full-bleed widescreen illustration that captures the article's central technical metaphor. Keep the primary focal subject vertically centered so the scene survives a 1.91:1 (1200x630) horizontal crop, while extending the artwork and dark obsidian-slate (#111111) environment continuously all the way to every canvas edge with high-contrast lighting and graphic-novel ink-and-wash precision. Do NOT mention "safe zones" or "banners" in the prompt, and end with: "Full-bleed edge-to-edge composition filling 100% of the canvas with no borders, no frames, no matting, no margins, and no text overlays or lettering."
   * hero_image_alt: Write a concise, descriptive one-sentence alt-text string (under 125 characters, no double quotes) describing the visual scene in hero_image_prompt for Open Graph and screen-reader accessibility.
   * title_brainstorm: Populate with 3-5 title ideas, rationales and filenames. The first entry is the preferred choice and the sole source of the published slug. Each filename must be a lowercase alphanumeric/hyphen slug ending in .md, with no folder or date prefix; the writer adds the date.
   * content_potential_and_polish: Structure the "Core Strengths" and "Constructive Polish" suggestions here.  
(nix) pipulate $ m
📝 Committing: chore: Update nixops.sh with sound asset sync
[main cd343ab] chore: Update nixops.sh with sound asset sync
 7 files changed, 45 insertions(+), 28 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 29, done.
Counting objects: 100% (29/29), done.
Delta compression using up to 48 threads
Compressing objects: 100% (14/14), done.
Writing objects: 100% (15/15), 2.62 KiB | 2.62 MiB/s, done.
Total 15 (delta 11), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (11/11), completed with 11 local objects.
To github.com:pipulate/pipulate.git
   0a987f6..cd343ab  main -> main
(nix) pipulate $ 

Expanding the Textual HUD and Investigating Missing Agents

Ignition: often “exit”, “nix develop”. Instructions may vary.

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ nixops
🚀 Syncing Hooks...
post-receive                                                                                                                                       100% 3080   607.2KB/s   00:00    
🚀 Syncing Scripts (New Location)...
sending incremental file list
db.py
logs.py
stream.py

sent 4,944 bytes  received 752 bytes  3,797.33 bytes/sec
total size is 217,830  speedup is 38.24
sending incremental file list

sent 68 bytes  received 12 bytes  160.00 bytes/sec
total size is 140,366  speedup is 1,754.58
sending incremental file list
tick.wav

sent 645,484 bytes  received 35 bytes  1,291,038.00 bytes/sec
total size is 645,230  speedup is 1.00
🚀 Syncing NPvg pad (one address, two bodies)...
sending incremental file list

sent 232 bytes  received 16 bytes  496.00 bytes/sec
total size is 5,440  speedup is 21.94
🚀 Syncing qamy.ai door (npvg.org's shape, its own tree)...
sending incremental file list

sent 232 bytes  received 16 bytes  496.00 bytes/sec
total size is 4,646  speedup is 18.73
🚀 Syncing installer to the home-hosted doors (npvg.org, qamy.ai)...
sending incremental file list

sent 61 bytes  received 12 bytes  146.00 bytes/sec
total size is 23,547  speedup is 322.56
sending incremental file list

sent 61 bytes  received 12 bytes  146.00 bytes/sec
total size is 23,547  speedup is 322.56
🚀 Syncing NixOS Config...
sending incremental file list

sent 87 bytes  received 12 bytes  66.00 bytes/sec
total size is 24,956  speedup is 252.08
✅ Sync Complete.
   To apply NixOS config: ssh -t mike@[REDACTED_IP] 'sudo cp ~/nixos-config-staged/* /etc/nixos/ && sudo nixos-rebuild switch'
(nix) pipulate $ ssh -t mike@[REDACTED_IP] 'sudo cp ~/nixos-config-staged/* /etc/nixos/ && sudo nixos-rebuild switch'
[sudo] password for mike: 
building the system configuration...
evaluation warning: The option `services.logind.lidSwitchExternalPower' defined in `/etc/nixos/configuration.nix' has been renamed to `services.logind.settings.Login.HandleLidSwitchExternalPower'.
evaluation warning: The option `services.logind.lidSwitch' defined in `/etc/nixos/configuration.nix' has been renamed to `services.logind.settings.Login.HandleLidSwitch'.
evaluation warning: The option `services.xserver.displayManager.gdm.wayland' defined in `/etc/nixos/configuration.nix' has been renamed to `services.displayManager.gdm.wayland'.
evaluation warning: The option `services.xserver.displayManager.gdm.enable' defined in `/etc/nixos/configuration.nix' has been renamed to `services.displayManager.gdm.enable'.
activating the configuration...
setting up /etc...
reloading user units for mike...
restarting sysinit-reactivation.target
the following new units were started: NetworkManager-dispatcher.service
Done. The new configuration is /nix/store/c17qykxpwxjmdprxnfnqsnaln11f2yva-nixos-system-honeybot-26.05pre913595.c6245e83d836
Connection to [REDACTED_IP] closed.
(nix) pipulate $ 

4: PROMPT:

Verify the AFTER receipts for:

The full-bleed hero image prompt and 16:9 center-cropped YouTube thumbnail.
The tightened RFC 9110 Markdown Negotiators SQL (content_neg_agents.sql, db.py, and logs.py).
The assets/sounds/tick.wav standby clock sound replacement in stream.py and nixops.sh.

Then design and implement the clean pipeline step to surface the two live AI Observatory metrics (RFC 9110 Markdown Negotiated reads and DOM Hydration Trapdoor triggers) onto the homepage and individual article pages of MikeLev.in on every site update, wrapped in the exact search-friendly wording people look for when researching whether AI crawlers execute JavaScript or negotiate Markdown.

5: DELIVERABLE:

Well that seemed quite efficient.

Oops had to comment out foo_files.py for space.

Oh yeah how do I use that --reboot flag again, maybe on publish? Or on force? Adding flake.nix so you can tell.

Gemini 4 Argon High: Context verified.

TL;DR:

--reboot vs. force (flake.nix): --reboot is a flag on publish, not force. Run publish "Your commit message" --reboot to execute Step [5/5] (flake.nix:1264), which SSHes into Honeybot, kills stream.py, logs.py, and the access.log tail, and lets the watchdog respawn stream.py with your newly synced code. (force at flake.nix:860 is just cd ~/repos/trimnoir && git commit --allow-empty -m "retry" && git push, which only triggers post-receive and never restarts stream.py.)
AFTER Receipts Verified: All three changes from the previous turn (full-bleed hero prompt + 16:9 center-cropped thumbnail, strict RFC 9110 Accept: text/markdown SQL + HUD table wiring, and assets/sounds/tick.wav 1 Hz standby clock) are verified in the live receipts and git diff telemetry.
Surfacing the 2 Live AI Observatory Metrics: Below, we wire sync_observatory_metrics() into scripts/articles/publishizer.py and add the  sentinel block to /home/mike/repos/trimnoir/index.md. On every preview / publish, it pulls the cached/live Honeybot telemetry (prompt_foo.fetch_honeybot_stats()), updates index.md (for both HTML and Accept: text/markdown homepage requests), and writes /home/mike/repos/trimnoir/_data/observatory.json so Jekyll’s _layouts/post.html and _layouts/default.html can render the metrics on all 1,563+ individual article pages without dirtying 1,563 markdown files in git.

1. How to Use `--reboot` (from `flake.nix`)

publish "Your message" --reboot (flake.nix:1193–1331):
[1/5] Commits and pushes ~/repos/trimnoir (falls back to git commit --allow-empty -m "$MSG" if trimnoir is clean, so it always fires).
[2/5] Syncs the latest post to Google Docs (--latest; pass --sweep for a full-corpus sweep).
[3/5] Runs ./nixops.sh to rsync scripts and tick.wav to Honeybot.
[4/5] Runs sudo nixos-rebuild switch on Honeybot.
[5/5] (Only when --reboot is passed) Terminates the running stream.py, logs.py, and tail -f /var/log/nginx/access.log processes on Honeybot so the watchdog relaunches a fresh stream.py and logs.py with the newly synced code.
**force / gitops** (flake.nix:859–860):
alias force='(cd ~/repos/trimnoir && git commit --allow-empty -m "retry" && git push)'
Does not accept flags; only pushes an empty commit to trimnoir to re-run the post-receive Jekyll build and ring .reading_trigger.

2. Verification of the 3 AFTER Receipts

Full-Bleed Hero Banner & 16:9 Thumbnail (editing_prompt.txt & common.py):
- Receipt 1 (--- 1. HERO PROMPT & THUMBNAIL ---) confirms "safe zone" is gone from both files. editing_prompt.txt:95 and common.py:391 now mandate full-bleed 16:9 artwork extending to all four canvas edges with no borders, frames, matting, or margins, and common.py:637 center-crops yt_thumb_latest.jpg to 1280x720.
RFC 9110 Markdown Negotiators SQL (content_neg_agents.sql, db.py, logs.py):
- Receipt 1 (--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---) confirms logs.py:220 now calls db.get_content_neg_agents(limit=50).
- Receipt 3 (--- WHO NEGOTIATES MARKDOWN ---) confirms curl/8.20.0, curl/8.21.0, and python-requests/2.32.5 (local/LAN test hits) were eliminated by WHERE t.served_md = 1 AND ah.value LIKE '%text/markdown%' + non-local IP filtering.
- Surgical polish included below: db.get_content_neg_agents() in db.py includes _BROWSER_FILTER (excluding generic desktop Mozilla/5.0 UAs without compatible), whereas remotes/honeybot/queries/content_neg_agents.sql did not yet include that clause. We add the same exclusion to content_neg_agents.sql so the CLI receipt and HUD table match 100%.
Standby Clock Sound (stream.py & nixops.sh):
- Receipt 1 (--- 3. STANDBY SOUND ---) and your nixops log confirm assets/sounds/tick.wav (645,230 bytes) synced to ~/www/mikelev.in/assets/sounds/tick.wav and stream.py:498,514 loops it with sleep 1.
Why TOPOLOGICAL INTEGRITY ALERT (26 broken) Fired:
- check_topological_integrity() in prompt_foo.py scans commented-out # /path/... lines if they contain only a path. # Context 1 at the top of your context.txt still held 26 commented-out /home/mike/repos/pipulate/remotes/... lines (wrong /repos/ prefix). Replacing context.txt with Car 2 below clears all 26 warnings.

3. Architecture for Live AI Observatory Metrics on MikeLev.in

To put both metrics onto the homepage and every individual article page without modifying 1,563 _posts/*.md files on every build:

Single Telemetry Source (publishizer.py -> prompt_foo.fetch_honeybot_stats()):
- sync_observatory_metrics() in publishizer.py reads the Honeybot telemetry (markdown reads + % of all responses, and hydration trapdoor triggers + non-local IPs) via prompt_foo.fetch_honeybot_stats().
Site-Wide Jekyll Data File (/home/mike/repos/trimnoir/_data/observatory.json):
- sync_observatory_metrics() writes _data/observatory.json, making site.data.observatory available to _layouts/post.html and _layouts/default.html across all 1,563+ article pages on every Jekyll build.
Homepage Dual-Face Block (/home/mike/repos/trimnoir/index.md):
- sync_observatory_metrics() also updates  ...  in index.md so both human visitors ([https://mikelev.in/](https://mikelev.in/)) and Accept: text/markdown agents ([https://mikelev.in/index.md](https://mikelev.in/index.md)) read the live numbers and search-targeted wording.

5-Car Train

1: BEFORE (PROBE, read-only, paste as block in command line): Inspects _layouts/post.html, _layouts/default.html, scripts/articles/generate_hubs.py, and remotes/honeybot/queries/format_ratio.sql so we can wire site.data.observatory into individual article pages on the next turn, and checks for sync_observatory_metrics before patching.

(nix) pipulate $

echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html

2: AFTER (NEXT CONTEXT, put in context.txt using context or x): Replaces context.txt cleanly (removing the 26 broken /home/mike/repos/pipulate/... lines) and brings in _layouts/post.html, _layouts/default.html, generate_hubs.py, and format_ratio.sql.

! echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
scripts/articles/generate_hubs.py
scripts/articles/common.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
/home/mike/repos/trimnoir/_config.yml
apply.py

3: CHANGE (PATCHES, real SEARCH/DIVIDER/REPLACE blocks for apply.py):

(nix) pipulate $

Target: remotes/honeybot/queries/content_neg_agents.sql
[[[SEARCH]]]
  AND i.value NOT LIKE '127.%'
  AND i.value NOT LIKE '10.%'
  AND i.value NOT LIKE '192.168.%'
GROUP BY ua.id
ORDER BY total_reads DESC;
[[[DIVIDER]]]
  AND i.value NOT LIKE '127.%'
  AND i.value NOT LIKE '10.%'
  AND i.value NOT LIKE '192.168.%'
  AND ua.value NOT LIKE '%Nexus 5X%'
  AND ua.value NOT LIKE '%Google-InspectionTool%'
  AND ua.value NOT LIKE '%Ubuntu%'
  AND ua.value NOT LIKE '%iPad%'
  AND ua.value NOT LIKE 'python-httpx%'
  AND ua.value NOT LIKE 'Go-http-client%'
  AND NOT (
      ua.value LIKE 'Mozilla%'
      AND ua.value NOT LIKE '%compatible%'
      AND (
          ua.value LIKE '%Windows NT%' OR
          ua.value LIKE '%Macintosh%' OR
          ua.value LIKE '%X11%' OR
          ua.value LIKE '%iPhone%' OR
          ua.value LIKE '%iPad%' OR
          ua.value LIKE '%Android%'
      )
  )
GROUP BY ua.id
ORDER BY total_reads DESC;
[[[REPLACE]]]

Target: scripts/articles/publishizer.py
[[[SEARCH]]]
    if synced and not verbose:
        print(f"📦 Synced {len(synced)} artifact(s) -> {repo_root.name}/")
    if stale:
        print(f"⏭️  {len(stale)} artifact(s) predate this run; another lane made them. Not synced.")
[[[DIVIDER]]]
    if synced and not verbose:
        print(f"📦 Synced {len(synced)} artifact(s) -> {repo_root.name}/")
    if stale:
        print(f"⏭️  {len(stale)} artifact(s) predate this run; another lane made them. Not synced.")

def sync_observatory_metrics(target_key, target_path, verbose=False):
    """Sync live Honeybot AI Observatory metrics into _data/observatory.json and index.md for Target 1."""
    if str(target_key) != "1":
        return
    import json
    import re
    repo_root = target_path.parent
    pipulate_root = Path(__file__).resolve().parents[2]
    if str(pipulate_root) not in sys.path:
        sys.path.insert(0, str(pipulate_root))
    try:
        import prompt_foo
        stats = prompt_foo.fetch_honeybot_stats()
    except Exception as exc:
        if verbose:
            print(f"⚠️ Could not fetch Honeybot stats: {exc}")
        return
    metrics = (stats or {}).get("metrics") or {}
    md_raw = metrics.get("markdown", "")
    hyd_raw = metrics.get("hydration", "")
    if "|" not in md_raw or "|" not in hyd_raw:
        return
    md_count_s, md_pct_s = (p.strip() for p in md_raw.split("|", 1))
    hyd_ips_s, hyd_trig_s = (p.strip() for p in hyd_raw.split("|", 1))
    try:
        md_count_fmt = f"{int(md_count_s):,}"
    except ValueError:
        md_count_fmt = md_count_s
    try:
        hyd_trig_fmt = f"{int(hyd_trig_s):,}"
    except ValueError:
        hyd_trig_fmt = hyd_trig_s
    try:
        hyd_ips_fmt = f"{int(hyd_ips_s):,}"
    except ValueError:
        hyd_ips_fmt = hyd_ips_s
    fetched_at = str((stats or {}).get("fetched_at") or "unknown")
    payload = {
        "markdown_reads": md_count_fmt,
        "markdown_pct": f"{md_pct_s}%",
        "js_trapdoor_triggers": hyd_trig_fmt,
        "js_trapdoor_ips": hyd_ips_fmt,
        "fetched_at": fetched_at,
    }
    data_dir = repo_root / "_data"
    data_dir.mkdir(parents=True, exist_ok=True)
    obs_file = data_dir / "observatory.json"
    new_json = json.dumps(payload, indent=2) + "\n"
    old_json = obs_file.read_text(encoding="utf-8") if obs_file.exists() else ""
    if new_json != old_json:
        obs_file.write_text(new_json, encoding="utf-8")
    index_file = repo_root / "index.md"
    if index_file.exists():
        idx_text = index_file.read_text(encoding="utf-8")
        banner = (
            "<!-- START_OBSERVATORY_METRICS -->\n"
            '<div class="observatory-metrics-banner" role="region" aria-label="Live AI Crawler Telemetry">\n'
            "  <strong>🔭 Live Bare-Metal AI Observatory Telemetry (No CDN · Direct Nginx Wire Truth):</strong>\n"
            "  <ul>\n"
            f"    <li><strong>Do AI Crawlers Execute JavaScript? (DOM Hydration Trapdoor):</strong> <strong>{hyd_trig_fmt}</strong> verified client-side JS executions across <strong>{hyd_ips_fmt}</strong> non-local crawler IPs (including <code>OAI-SearchBot</code> and <code>GPTBot</code> triggering <code>js_confirm.gif</code>).</li>\n"
            f"    <li><strong>Which AI Bots Negotiate Raw Markdown? (RFC 9110 <code>Accept: text/markdown</code>):</strong> <strong>{md_count_fmt}</strong> proactive Markdown reads (<strong>{md_pct_s}%</strong> of all origin responses served as raw <code>text/markdown</code>).</li>\n"
            "  </ul>\n"
            f'  <small>Snapshot: <code>{fetched_at}</code> · Watch live bot hits in real time on <a href="https://www.youtube.com/@MikeLevin/live">YouTube Live</a>.</small>\n'
            "</div>\n"
            "<!-- END_OBSERVATORY_METRICS -->"
        )
        new_idx, n = re.subn(
            r"<!-- START_OBSERVATORY_METRICS -->.*?<!-- END_OBSERVATORY_METRICS -->",
            banner,
            idx_text,
            flags=re.DOTALL,
        )
        if n and new_idx != idx_text:
            index_file.write_text(new_idx, encoding="utf-8")
    print(f"🔭 AI Observatory metrics synced: {md_count_fmt} RFC 9110 Markdown reads ({md_pct_s}%), {hyd_trig_fmt} JS trapdoor triggers ({fetched_at}).")
[[[REPLACE]]]

Target: scripts/articles/publishizer.py
[[[SEARCH]]]
    # 1.5 THE BRANDING SWEEP (Run this right before the JIU-JITSU Sweep!)
    brand_markdown_files(target_path, verbose=args.verbose)
    prune_orphan_shards(target_path, verbose=args.verbose)
    common.ensure_indexnow_key_file(target_key)
[[[DIVIDER]]]
    # 1.5 THE BRANDING SWEEP (Run this right before the JIU-JITSU Sweep!)
    brand_markdown_files(target_path, verbose=args.verbose)
    prune_orphan_shards(target_path, verbose=args.verbose)
    common.ensure_indexnow_key_file(target_key)
    sync_observatory_metrics(target_key, target_path, verbose=args.verbose)
[[[REPLACE]]]

Target: /home/mike/repos/trimnoir/index.md
[[[SEARCH]]]
### Latest Journal Entries (Rolling 10)
[[[DIVIDER]]]
<!-- START_OBSERVATORY_METRICS -->
<div class="observatory-metrics-banner" role="region" aria-label="Live AI Crawler Telemetry">
  <strong>🔭 Live Bare-Metal AI Observatory Telemetry (No CDN · Direct Nginx Wire Truth):</strong>
  <ul>
    <li><strong>Do AI Crawlers Execute JavaScript? (DOM Hydration Trapdoor):</strong> <strong>5,066</strong> verified client-side JS executions across <strong>40</strong> non-local crawler IPs (including <code>OAI-SearchBot</code> and <code>GPTBot</code> triggering <code>js_confirm.gif</code>).</li>
    <li><strong>Which AI Bots Negotiate Raw Markdown? (RFC 9110 <code>Accept: text/markdown</code>):</strong> <strong>4,283</strong> proactive Markdown reads (<strong>0.29%</strong> of all origin responses served as raw <code>text/markdown</code>).</li>
  </ul>
  <small>Snapshot: <code>2026-10-20T14:49Z</code> · Watch live bot hits in real time on <a href="https://www.youtube.com/@MikeLevin/live">YouTube Live</a>.</small>
</div>
<!-- END_OBSERVATORY_METRICS -->

### Latest Journal Entries (Rolling 10)
[[[REPLACE]]]

Ignition: Run sync_observatory_metrics once to materialize /home/mike/repos/trimnoir/_data/observatory.json and verify the splice on index.md before the next compile:

(nix) pipulate $

python -c "import sys, pathlib; sys.path.insert(0, 'scripts/articles'); import publishizer; publishizer.sync_observatory_metrics('1', pathlib.Path('/home/mike/repos/trimnoir/_posts'), verbose=True)"

4: PROMPT (Use prompt or p to create prompt.md from copy.):

(nix) pipulate $

Verify the AFTER receipts for:
1. `sync_observatory_metrics()` in `publishizer.py`, `/home/mike/repos/trimnoir/_data/observatory.json`, and the `<!-- START_OBSERVATORY_METRICS -->` block in `/home/mike/repos/trimnoir/index.md`.
2. The browser-filtered `content_neg_agents.sql` receipt.

Then wire `site.data.observatory` into `/home/mike/repos/trimnoir/_layouts/post.html` and style `.observatory-metrics-banner` in `/home/mike/repos/trimnoir/_layouts/default.html` so both the homepage and every individual article page on MikeLev.in display the live AI Observatory metrics cleanly.

5: DELIVERABLE (What done looks like):

scripts/articles/publishizer.py automatically writes /home/mike/repos/trimnoir/_data/observatory.json and updates the  banner in /home/mike/repos/trimnoir/index.md on every preview / publish.
remotes/honeybot/queries/content_neg_agents.sql excludes generic desktop browser user agents, matching db.get_content_neg_agents().
Next turn: _layouts/post.html and _layouts/default.html are in context to render and style site.data.observatory across all 1,563+ individual article pages.

MikeLev.in:

THE AI-EDIT METHOD

Same commands, run twice, one change between them. Where the readings differ is what the change did; the diff in the middle is the receipt.

1: BEFORE (PROBE):

Uh oh! This is going to be a challenge to publish. Note to self, break every liquid template double curly brace and similar before trying to publish.

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
--- 1. OBSERVATORY SYNC & DATA ---
total 628
drwxr-xr-x  2 mike users   4096 Sep  3 08:03 .
drwxr-xr-x 16 mike users   4096 Oct 20 13:29 ..
-rw-r--r--  1 mike users 631362 Oct 20 13:29 post_nav.json
--- 2. FORMAT RATIO SQL ---
SELECT 
    CASE WHEN served_md = 1 THEN 'Raw Markdown (AI/Bots)' ELSE 'HTML/Other (Humans/Legacy)' END as format_delivered,
    SUM(count) as total_hits,
    ROUND((SUM(count) * 100.0) / (SELECT SUM(count) FROM telemetry), 2) as percentage
FROM telemetry
GROUP BY served_md;--- 3. POST & DEFAULT LAYOUTS ---
---
layout: default
---
{%- assign nav = site.data.post_nav[page.url] -%}
{%- capture post_nav -%}
{%- if nav %}
<nav class="post-navigation" aria-label="Post navigation">
  {%- if nav.prev %}
  <a class="nav-prev" href="{{ nav.prev.url | relative_url }}" rel="prev">
    <span class="nav-label">← Previous Post</span>
    <span class="nav-title">{{ nav.prev.title | escape }}</span>
  </a>
  {%- else %}
  <span class="nav-prev placeholder"></span>
  {%- endif %}
  <a class="nav-home" href="{{ "/" | relative_url }}">Home</a>
  {%- if nav.next %}
  <a class="nav-next" href="{{ nav.next.url | relative_url }}" rel="next">
    <span class="nav-label">Next Post →</span>
    <span class="nav-title">{{ nav.next.title | escape }}</span>
  </a>
  {%- else %}
  <span class="nav-next placeholder"></span>
  {%- endif %}
</nav>
{%- endif %}
{%- endcapture -%}
<article itemscope itemtype="http://schema.org/BlogPosting">

  <header>
    <h1 itemprop="name headline">{{ page.title | escape }}</h1>
    <p>
      <time datetime="{{ page.date | date_to_xmlschema }}" itemprop="datePublished">
        {%- assign date_format = site.minima.date_format | default: "%b %-d, %Y" -%}
        {{ page.date | date: date_format }}
      </time>
      {%- assign post_author = page.author | default: site.author.name | default: site.author -%}
      {%- if post_author -%}
        • <span itemprop="author" itemscope itemtype="http://schema.org/Person"><span itemprop="name">{{ post_author }}</span></span>
      {%- endif -%}</p>
  </header>

  <div style="text-align: center; margin-top: 2rem; font-size: 0.85em; opacity: 0.8;">
    <a href="{{ page.url | relative_url }}index.md?src=a+href" rel="alternate" type="text/markdown">🤖 Read Raw Markdown</a>
    {%- if page.gdoc_url %}
    • <a href="{{ page.gdoc_url }}" rel="alternate" type="application/vnd.google-apps.document">📄 Google Doc (Try: Tools/Audio/Listen to document summary)</a>
    {%- endif %}
    {%- if page.pinned %}
    • <a href="{{ "/" | relative_url }}#workbench">📌 On the workbench</a>
    {%- endif %}
  </div>
  {{ post_nav }}
  <div itemprop="articleBody">
    {{ content }}
  </div>
  <div class="post-contact-cta" style="margin: 2rem 0; padding: 1rem 1.25rem; border: 1px solid rgba(88, 166, 255, 0.35); border-radius: 8px; background: rgba(17, 17, 17, 0.35); font-size: 0.92rem;">
    <strong>📬 Direct Feedback &amp; RFC 9110/9111 Edge Advisory:</strong>
    Have a question on this entry or want a wire-truth audit of your stack?
    {%- assign contact_email = site.email | default: 'miklevin@gmail.com' -%}
    &nbsp;<a href="mailto:{{ contact_email }}?subject=%5BMikeLev.in%5D%20Re:%20{{ page.title | uri_escape }}&amp;body=Hi%20Mike%2C%0A%0A%28Keep%20%5BMikeLev.in%5D%20in%20the%20subject%20line%20so%20this%20rings%20my%20direct%20ntfy%20pocket%20bell.%29%0A%0A">Email Mike directly ({{ contact_email }})</a>
    • <a href="{{ '/#consulting' | relative_url }}">Edge SEO &amp; AI-Readiness Consulting</a>
    • <a href="https://www.youtube.com/@mikelevin/live" target="_blank" rel="noopener">Watch the 24/7 AI-Bot Observatory Live</a>
  </div>
  {{ post_nav }}

  {%- assign post_banner = page.image.path | default: page.image | default: site.og_image | default: '/assets/images/AI_Readiness_Consultant_RFC_9111.png' -%}
  {%- assign post_banner_alt = page.image.alt | default: page.title | default: site.og_image_alt | default: site.title -%}
  <p><a href="{{ "/" | relative_url }}"><img class="post-hero-banner" src="{{ post_banner | relative_url }}" alt="{{ post_banner_alt | escape }}" width="1200" height="630" loading="lazy"></a></p>
  <a href="{{ page.url | relative_url }}" hidden></a>
</article>
<!DOCTYPE html>
<html lang="{{ page.lang | default: site.lang | default: "en" }}">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="theme-color" content="#111111">
<link rel="icon" href="/favicon.ico" sizes="any">
<link rel="icon" type="image/svg+xml" href="/assets/svg/mike-levin.svg">
<link rel="apple-touch-icon" sizes="180x180" href="/apple-touch-icon.png">
<link rel="manifest" href="/site.webmanifest">
{% if page.path contains '_posts' %}
{%- assign source_filename = page.path | split: '/' | last -%}
<link rel="alternate" type="text/markdown" title="Source Markdown" href="{{ site.url }}{{ page.url }}index.md?src=link+rel">
{%- if page.gdoc_url %}
<link rel="alternate" type="application/vnd.google-apps.document" title="Google Doc" href="{{ page.gdoc_url }}">
{%- endif %}
<link rel="alternate" type="application/atom+xml" title="{{ site.title | escape }} Feed" href="{{ site.url }}/feed.xml">
{% endif %}
{% if page.url == "/" %}
<link rel="alternate" type="application/atom+xml" title="{{ site.title }}" href="{{ "/feed.xml" | absolute_url }}">
{% endif %}
<link rel="stylesheet" href="{{ "/assets/main.css" | relative_url }}">
{%- assign base_url = site.production_url | default: site.url -%}
{%- if page.canonical_url and page.canonical_url != "" -%}
  {%- assign canonical = page.canonical_url -%}
{%- else -%}
  {%- assign canonical = base_url | append: page.url -%}
{%- endif -%}
{%- assign seo_title = page.title | default: site.title -%}
{%- assign seo_desc = page.meta_description | default: page.excerpt | default: page.description | default: site.description | strip_html | normalize_whitespace | truncate: 200 -%}
{%- assign raw_image = page.image.path | default: page.image | default: site.og_image | default: "/assets/images/AI_Readiness_Consultant_RFC_9111.png" -%}
{%- if raw_image contains "://" -%}
  {%- assign seo_image = raw_image -%}
{%- else -%}
  {%- assign seo_image = base_url | append: raw_image -%}
{%- endif -%}
{%- assign seo_image_alt = page.image.alt | default: page.title | default: site.og_image_alt | default: site.title -%}
{%- assign is_post = false -%}
{%- if page.layout == "post" or page.path contains "_posts" -%}
  {%- assign is_post = true -%}
{%- endif -%}
<title>{% if page.url == "/" %}{{ seo_title | escape }}{% elsif page.title == nil %}{{ site.title | escape }}{% else %}{{ page.title | escape }} | {{ site.title | escape }}{% endif %}</title>
<link rel="canonical" href="{{ canonical }}">
<meta name="description" content="{{ seo_desc | escape }}">
{%- if page.meta_keywords %}
<meta name="keywords" content="{{ page.meta_keywords | escape }}">
{%- endif %}
<meta property="og:locale" content="{{ page.lang | default: site.lang | default: 'en_US' }}">
<meta property="og:site_name" content="{{ site.title | escape }}">
<meta property="og:title" content="{{ seo_title | escape }}">
<meta property="og:description" content="{{ seo_desc | escape }}">
<meta property="og:url" content="{{ canonical }}">
<meta property="og:type" content="{% if is_post %}article{% else %}website{% endif %}">
<meta property="og:image" content="{{ seo_image }}">
<meta property="og:image:width" content="1200">
<meta property="og:image:height" content="630">
<meta property="og:image:alt" content="{{ seo_image_alt | escape }}">
{%- if is_post %}
<meta property="article:published_time" content="{{ page.date | date_to_xmlschema }}">
<meta property="article:author" content="{{ page.author | default: site.author.name | default: 'Mike Levin' | escape }}">
{%- endif %}
<meta name="twitter:card" content="{{ page.twitter_card | default: site.twitter.card | default: 'summary_large_image' }}">
<meta name="twitter:site" content="@{{ site.twitter.username | default: site.twitter_username | default: 'miklevin' }}">
<meta name="twitter:creator" content="@{{ site.twitter.username | default: site.twitter_username | default: 'miklevin' }}">
<meta name="twitter:title" content="{{ seo_title | escape }}">
<meta name="twitter:description" content="{{ seo_desc | escape }}">
<meta name="twitter:image" content="{{ seo_image }}">
<meta name="twitter:image:alt" content="{{ seo_image_alt | escape }}">
{%- if is_post %}
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": ["TechArticle", "BlogPosting"],
  "headline": {{ seo_title | jsonify }},
  "description": {{ seo_desc | jsonify }},
  {%- if page.description %}
  "abstract": {{ page.description | strip_html | normalize_whitespace | jsonify }},
  {%- endif %}
  {%- if page.meta_keywords %}
  "keywords": {{ page.meta_keywords | jsonify }},
  {%- endif %}
  "datePublished": {{ page.date | date_to_xmlschema | jsonify }},
  "url": {{ canonical | jsonify }},
  "mainEntityOfPage": {
    "@type": "WebPage",
    "@id": {{ canonical | jsonify }}
  },
  "image": {{ seo_image | jsonify }},
  "author": {
    "@type": "Person",
    "name": {{ page.author | default: site.author.name | default: "Mike Levin" | jsonify }},
    "url": "{{ base_url }}/about/",
    "sameAs": {{ site.social.links | jsonify }}
  },
  "publisher": {
    "@type": "Person",
    "name": {{ site.author.name | default: "Mike Levin" | jsonify }},
    "url": "{{ base_url }}/"
  },
  "encoding": {
    "@type": "MediaObject",
    "encodingFormat": "text/markdown",
    "contentUrl": {{ canonical | append: "index.md" | jsonify }}
  }
}
</script>
{%- else %}
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "{% if page.url == '/' %}WebSite{% else %}WebPage{% endif %}",
  "name": {{ site.title | jsonify }},
  "headline": {{ seo_title | jsonify }},
  "description": {{ seo_desc | jsonify }},
  "url": {{ canonical | jsonify }},
  "image": {{ seo_image | jsonify }},
  "author": {
    "@type": "Person",
    "name": {{ site.author.name | default: "Mike Levin" | jsonify }},
(nix) pipulate $ 

2: AFTER (NEXT CONTEXT):

# # Context 1
# 
# # THE DATA EVERYONE NEEDS
# remotes/honeybot/queries/trapdoor_ips.sql
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/content_neg_agents.sql
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# 
# # THE JEKYLL BLOG LIKE A HACKER (INVENTED SKILL.md & AGENTS.md FORMAT) PUBLISHING PIPELINE
# ~/repos/nixos/blogs.nix
# ~/.config/pipulate/blogs.json
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/build_knowledge_graph.py
# scripts/articles/editing_prompt.txt
# scripts/articles/sanitizer.py
# scripts/articles/contextualizer.py
# scripts/articles/generate_llms_txt.py
# scripts/articles/generate_post_nav.py
# 
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py
# 
# /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql

# # Context 2
# ! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# prompt_foo.py
# # foo_files.py
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/editing_prompt.txt
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_config.yml
# flake.nix

# Context 3
! echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
scripts/articles/generate_hubs.py
scripts/articles/common.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
/home/mike/repos/trimnoir/_config.yml
apply.py

3: CHANGE (PATCHES):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/queries/content_neg_agents.sql'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/articles/publishizer.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/articles/publishizer.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated '/home/mike/repos/trimnoir/index.md'.
(nix) pipulate $ d
diff --git a/remotes/honeybot/queries/content_neg_agents.sql b/remotes/honeybot/queries/content_neg_agents.sql
index e7e3c9b..9610a69 100644
--- a/remotes/honeybot/queries/content_neg_agents.sql
+++ b/remotes/honeybot/queries/content_neg_agents.sql
@@ -12,5 +12,23 @@ WHERE t.served_md = 1
   AND i.value NOT LIKE '127.%'
   AND i.value NOT LIKE '10.%'
   AND i.value NOT LIKE '192.168.%'
+  AND ua.value NOT LIKE '%Nexus 5X%'
+  AND ua.value NOT LIKE '%Google-InspectionTool%'
+  AND ua.value NOT LIKE '%Ubuntu%'
+  AND ua.value NOT LIKE '%iPad%'
+  AND ua.value NOT LIKE 'python-httpx%'
+  AND ua.value NOT LIKE 'Go-http-client%'
+  AND NOT (
+      ua.value LIKE 'Mozilla%'
+      AND ua.value NOT LIKE '%compatible%'
+      AND (
+          ua.value LIKE '%Windows NT%' OR
+          ua.value LIKE '%Macintosh%' OR
+          ua.value LIKE '%X11%' OR
+          ua.value LIKE '%iPhone%' OR
+          ua.value LIKE '%iPad%' OR
+          ua.value LIKE '%Android%'
+      )
+  )
 GROUP BY ua.id
 ORDER BY total_reads DESC;
\ No newline at end of file
diff --git a/scripts/articles/publishizer.py b/scripts/articles/publishizer.py
index 32fb55f..8bf3245 100644
--- a/scripts/articles/publishizer.py
+++ b/scripts/articles/publishizer.py
@@ -146,6 +146,83 @@ def sync_data_to_jekyll(target_path, since=0.0, verbose=False):
     if stale:
         print(f"⏭️  {len(stale)} artifact(s) predate this run; another lane made them. Not synced.")
 
+
+def sync_observatory_metrics(target_key, target_path, verbose=False):
+    """Sync live Honeybot AI Observatory metrics into _data/observatory.json and index.md for Target 1."""
+    if str(target_key) != "1":
+        return
+    import json
+    import re
+    repo_root = target_path.parent
+    pipulate_root = Path(__file__).resolve().parents[2]
+    if str(pipulate_root) not in sys.path:
+        sys.path.insert(0, str(pipulate_root))
+    try:
+        import prompt_foo
+        stats = prompt_foo.fetch_honeybot_stats()
+    except Exception as exc:
+        if verbose:
+            print(f"⚠️ Could not fetch Honeybot stats: {exc}")
+        return
+    metrics = (stats or {}).get("metrics") or {}
+    md_raw = metrics.get("markdown", "")
+    hyd_raw = metrics.get("hydration", "")
+    if "|" not in md_raw or "|" not in hyd_raw:
+        return
+    md_count_s, md_pct_s = (p.strip() for p in md_raw.split("|", 1))
+    hyd_ips_s, hyd_trig_s = (p.strip() for p in hyd_raw.split("|", 1))
+    try:
+        md_count_fmt = f"{int(md_count_s):,}"
+    except ValueError:
+        md_count_fmt = md_count_s
+    try:
+        hyd_trig_fmt = f"{int(hyd_trig_s):,}"
+    except ValueError:
+        hyd_trig_fmt = hyd_trig_s
+    try:
+        hyd_ips_fmt = f"{int(hyd_ips_s):,}"
+    except ValueError:
+        hyd_ips_fmt = hyd_ips_s
+    fetched_at = str((stats or {}).get("fetched_at") or "unknown")
+    payload = {
+        "markdown_reads": md_count_fmt,
+        "markdown_pct": f"{md_pct_s}%",
+        "js_trapdoor_triggers": hyd_trig_fmt,
+        "js_trapdoor_ips": hyd_ips_fmt,
+        "fetched_at": fetched_at,
+    }
+    data_dir = repo_root / "_data"
+    data_dir.mkdir(parents=True, exist_ok=True)
+    obs_file = data_dir / "observatory.json"
+    new_json = json.dumps(payload, indent=2) + "\n"
+    old_json = obs_file.read_text(encoding="utf-8") if obs_file.exists() else ""
+    if new_json != old_json:
+        obs_file.write_text(new_json, encoding="utf-8")
+    index_file = repo_root / "index.md"
+    if index_file.exists():
+        idx_text = index_file.read_text(encoding="utf-8")
+        banner = (
+            "<!-- START_OBSERVATORY_METRICS -->\n"
+            '<div class="observatory-metrics-banner" role="region" aria-label="Live AI Crawler Telemetry">\n'
+            "  <strong>🔭 Live Bare-Metal AI Observatory Telemetry (No CDN · Direct Nginx Wire Truth):</strong>\n"
+            "  <ul>\n"
+            f"    <li><strong>Do AI Crawlers Execute JavaScript? (DOM Hydration Trapdoor):</strong> <strong>{hyd_trig_fmt}</strong> verified client-side JS executions across <strong>{hyd_ips_fmt}</strong> non-local crawler IPs (including <code>OAI-SearchBot</code> and <code>GPTBot</code> triggering <code>js_confirm.gif</code>).</li>\n"
+            f"    <li><strong>Which AI Bots Negotiate Raw Markdown? (RFC 9110 <code>Accept: text/markdown</code>):</strong> <strong>{md_count_fmt}</strong> proactive Markdown reads (<strong>{md_pct_s}%</strong> of all origin responses served as raw <code>text/markdown</code>).</li>\n"
+            "  </ul>\n"
+            f'  <small>Snapshot: <code>{fetched_at}</code> · Watch live bot hits in real time on <a href="https://www.youtube.com/@MikeLevin/live">YouTube Live</a>.</small>\n'
+            "</div>\n"
+            "<!-- END_OBSERVATORY_METRICS -->"
+        )
+        new_idx, n = re.subn(
+            r"<!-- START_OBSERVATORY_METRICS -->.*?<!-- END_OBSERVATORY_METRICS -->",
+            banner,
+            idx_text,
+            flags=re.DOTALL,
+        )
+        if n and new_idx != idx_text:
+            index_file.write_text(new_idx, encoding="utf-8")
+    print(f"🔭 AI Observatory metrics synced: {md_count_fmt} RFC 9110 Markdown reads ({md_pct_s}%), {hyd_trig_fmt} JS trapdoor triggers ({fetched_at}).")
+
 def main():
     parser = argparse.ArgumentParser(description="Update all Pipulate graphs")
     common.add_standard_arguments(parser)
@@ -189,6 +266,7 @@ def main():
     brand_markdown_files(target_path, verbose=args.verbose)
     prune_orphan_shards(target_path, verbose=args.verbose)
     common.ensure_indexnow_key_file(target_key)
+    sync_observatory_metrics(target_key, target_path, verbose=args.verbose)
 
     # 2. Run the sequence
     total_start = time.time()
(nix) pipulate $ m
📝 Committing: refactor(honeybot): Sync AI Observatory metrics
[main d96f205] refactor(honeybot): Sync AI Observatory metrics
 2 files changed, 96 insertions(+)
(nix) pipulate $ git push
Enumerating objects: 17, done.
Counting objects: 100% (17/17), done.
Delta compression using up to 48 threads
Compressing objects: 100% (8/8), done.
Writing objects: 100% (9/9), 2.55 KiB | 2.55 MiB/s, done.
Total 9 (delta 6), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (6/6), completed with 6 local objects.
To github.com:pipulate/pipulate.git
   cd343ab..d96f205  main -> main
(nix) pipulate $ 

Ignition: often “exit”, “nix develop”. Instructions may vary.

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ python -c "import sys, pathlib; sys.path.insert(0, 'scripts/articles'); import publishizer; publishizer.sync_observatory_metrics('1', pathlib.Path('/home/mike/repos/trimnoir/_posts'), verbose=True)"
🔭 AI Observatory metrics synced: 4,283 RFC 9110 Markdown reads (0.29%), 5,066 JS trapdoor triggers (2026-10-20T14:49Z).
(nix) pipulate $ 

4: PROMPT:

Verify the AFTER receipts for:

sync_observatory_metrics() in publishizer.py, /home/mike/repos/trimnoir/_data/observatory.json, and the  block in /home/mike/repos/trimnoir/index.md.
The browser-filtered content_neg_agents.sql receipt.

Then wire site.data.observatory into /home/mike/repos/trimnoir/_layouts/post.html and style .observatory-metrics-banner in /home/mike/repos/trimnoir/_layouts/default.html so both the homepage and every individual article page on MikeLev.in display the live AI Observatory metrics cleanly.

5: DELIVERABLE:

Just grinding and polishing lenses.

Let’s force a site release with a restart which goes like this:

Deploying Site-Wide AI Observatory Telemetry Across 1,563 Articles

(nix) pipulate $ publish "Truth in Markdown" --reboot
🚀 [1/5] Payload Delivery: Committing and Pushing /home/mike/repos/trimnoir...
[main 409f04062] Truth in Markdown
 2 files changed, 18 insertions(+)
 create mode 100644 _data/observatory.json
Enumerating objects: 8, done.
Counting objects: 100% (8/8), done.
Delta compression using up to 48 threads
Compressing objects: 100% (5/5), done.
Writing objects: 100% (5/5), 1.13 KiB | 1.13 MiB/s, done.
Total 5 (delta 2), reused 0 (delta 0), pack-reused 0 (from 0)
remote: 🎯 [Hook] Received Push. Deploying...
remote: Already on 'main'
remote: 🔨 [Hook] Starting Hybrid Build...
remote: Linux detected. Skipping Neovim setup as it's not needed.
remote: Jekyll environment ready (quiet mode).
remote: Run 'jes' to start the server manually.
remote: 🏗️  Jekyll Build...
remote: Configuration file: /home/mike/www/mikelev.in/_config.yml
remote:             Source: /home/mike/www/mikelev.in
remote:        Destination: /home/mike/www/mikelev.in/_site
remote:  Incremental build: disabled. Enable with --incremental
remote:       Generating... 
remote:                     done in 10.786 seconds.
remote:  Auto-regeneration: disabled. Use --watch to enable.
remote: 📄 Publishing Source Markdown (Chisel-Strike)...
remote: ✨ Python Scalpel: Successfully dyed 1563 articles in one pass.
remote: 🗺️  Deploying Nginx Redirect Map...
remote: 🔒 [Hook] Fixing Permissions...
remote: 🔔 [Hook] Ringing the breaking-news bell...
remote: ✅ [Hook] Deployment Complete. Site is Live.
To [REDACTED_IP]:~/git/mikelev.in.git
   19b1da858..409f04062  main -> main
🚀 [2/5] Google Docs: Syncing to Drive (scope: --latest)...
🔒 Locked Target: MikeLev.in (Public) (/home/mike/repos/trimnoir/_posts)
📡 Anchored Drive Folder ID: 1g1cqysAtXQcKRFKigQnt2XPzXJfMiK-h
🔎 Scanning remote folder inventory...
✅ Inventory scan complete. 1548 child file(s).
🎯 Latest-only selection (from marker): 2026-10-20-synthetic-telepathy-ambigram-constraints-keyless-youtube-radar.md
📝 Found 1 candidate document(s) for publishing queue.

🧾 Local Target Title Contract:
   Target Title: 2026-10-20 (3) | Synthetic Telepathy, Ambigram Constraints, and the Keyless YouTube Title Radar
✅ Local contract pass complete. 1 document(s) mapped.

🧭 Remote Match Contract:
   MISS:  2026-10-20-synthetic-telepathy-ambigram-constraints-keyless-youtube-radar.md -> 2026-10-20 (3) | Synthetic Telepathy, Ambigram Constraints, and the Keyless YouTube Title Radar

✍️  Mutations armed (--yes). Upserting 1 document(s)...
   ❌ '2026-10-20 (3) | Synthetic Telepathy, Ambigram Constraints, and the Keyless YouTube Title Radar' failed (HTTP 500): <HttpError 500 when requesting https://www.googleapis.com/upload/drive/v3/files?fields=id&alt=json&uploadType=multipart returned "Internal Error". Details: "[{'message': 'Internal Error', 'domain': 'global', 'reason': 'internalError'}]">

🏁 Upsert complete. Created: 0  Updated: 0  Healed: 0  Fresh: 0  Skipped: 0  Failed: 1
🚀 [3/5] Infrastructure: Synchronizing Server Configurations...
🚀 Syncing Hooks...
post-receive                                                                                                                                       100% 3080   611.4KB/s   00:00    
🚀 Syncing Scripts (New Location)...
sending incremental file list
deleting aquarium_tui.py
deleting aquarium.py
./

sent 638 bytes  received 50 bytes  1,376.00 bytes/sec
total size is 217,830  speedup is 316.61
sending incremental file list

sent 68 bytes  received 12 bytes  160.00 bytes/sec
total size is 140,366  speedup is 1,754.58
sending incremental file list

sent 59 bytes  received 12 bytes  142.00 bytes/sec
total size is 645,230  speedup is 9,087.75
🚀 Syncing NPvg pad (one address, two bodies)...
sending incremental file list

sent 232 bytes  received 16 bytes  496.00 bytes/sec
total size is 5,440  speedup is 21.94
🚀 Syncing qamy.ai door (npvg.org's shape, its own tree)...
sending incremental file list

sent 232 bytes  received 16 bytes  165.33 bytes/sec
total size is 4,646  speedup is 18.73
🚀 Syncing installer to the home-hosted doors (npvg.org, qamy.ai)...
sending incremental file list

sent 61 bytes  received 12 bytes  146.00 bytes/sec
total size is 23,547  speedup is 322.56
sending incremental file list

sent 61 bytes  received 12 bytes  146.00 bytes/sec
total size is 23,547  speedup is 322.56
🚀 Syncing NixOS Config...
sending incremental file list

sent 87 bytes  received 12 bytes  66.00 bytes/sec
total size is 24,956  speedup is 252.08
✅ Sync Complete.
   To apply NixOS config: ssh -t mike@[REDACTED_IP] 'sudo cp ~/nixos-config-staged/* /etc/nixos/ && sudo nixos-rebuild switch'
🚀 [4/5] The Capstone: Rebuilding Nginx Routes...
[sudo] password for mike: 
building the system configuration...
evaluation warning: The option `services.logind.lidSwitchExternalPower' defined in `/etc/nixos/configuration.nix' has been renamed to `services.logind.settings.Login.HandleLidSwitchExternalPower'.
evaluation warning: The option `services.logind.lidSwitch' defined in `/etc/nixos/configuration.nix' has been renamed to `services.logind.settings.Login.HandleLidSwitch'.
evaluation warning: The option `services.xserver.displayManager.gdm.wayland' defined in `/etc/nixos/configuration.nix' has been renamed to `services.displayManager.gdm.wayland'.
evaluation warning: The option `services.xserver.displayManager.gdm.enable' defined in `/etc/nixos/configuration.nix' has been renamed to `services.displayManager.gdm.enable'.
activating the configuration...
setting up /etc...
reloading user units for mike...
restarting sysinit-reactivation.target
the following new units were started: NetworkManager-dispatcher.service
Done. The new configuration is /nix/store/c17qykxpwxjmdprxnfnqsnaln11f2yva-nixos-system-honeybot-26.05pre913595.c6245e83d836
Connection to [REDACTED_IP] closed.
🚀 [5/5] Stream Refresh: Restarting Honeybot slideshow child...
   old=269181
   new_count=1
   new=299609
✅ Stream watchdog relaunched exactly one stream.py child.
✅ Atomic Deployment Complete.
🪨 Pebble-Drop Wire Pings (https://mikelev.in/futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/):
   • IndexNow (Bing/Yandex/Yep): ✅ HTTP 200 (4 URLs -> Bing / IndexNow)
   • Wayback Machine (Archive) : ⏳ Dispatched (archiving in background -> https://web.archive.org/web/*/https://mikelev.in/futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/)
   • GSC URL Inspection        : https://search.google.com/search-console/inspect?resource_id=sc-domain:mikelev.in

========================================================================
📡 GO-GO-GADGET BROADCAST KIT (2026-10-20-synthetic-telepathy-ambigram-constraints-keyless-youtube-radar.md)
------------------------------------------------------------------------
🎨 HERO BANNER PROMPT (type `ythero` to copy):
Wide 16:9 / 1.91:1 (1200x630 Open Graph) cinematic graphic-novel ink-and-wash illustration centered in the 1200x630 safe zone against a dark obsidian-slate (#111111) background. In a warmly lit workshop overlooking a starlit river where a wooden canoe rests on the bank, a craftsman holds a symmetrical brass geometric ambigram frame that rotates 180 degrees to refract a tangled stream of neon-cyan cloud telemetry into a crisp holographic radar ledger above a classic 8-bit breadbox keyboard and terminal screen. High-contrast cyan and warm amber lighting, intricate mechanical linework, no text overlays or lettering.
------------------------------------------------------------------------
🖼️  YAML FRONTMATTER OVERRIDE (type `ytyaml` to copy):
image:
  path: /assets/images/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar.jpeg
  alt: "A craftsman rotating a brass geometric frame that refracts neon telemetry into a clear radar ledger beside a retro computer."
------------------------------------------------------------------------
🐦 X.COM PROMO TWEET (type `tweet` to copy):
From Google's 2011 (not provided) shift and Asimov's Herbie to John Langdon's ambigrams, Jack Tramiel's C64, and keyless YouTube edge JSON telemetry.

https://mikelev.in/futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/

#Python #NixOS #EdgeSEO
------------------------------------------------------------------------
💼 LINKEDIN PROMO POST (type `linkedin` to copy):
🚀 Synthetic Telepathy, Ambigram Constraints, and the Keyless YouTube Title Radar

📖 Full article & code receipts: https://mikelev.in/futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/

I built HitTail in 2006 on a simple observation: if you can see what queries are nearly working for you in your raw server logs, a light editorial touch can tip those topics over the edge. When Google stripped organic keyword referrers in 2011 under the banner of `(not provided)` while funneling Chrome behavioral telemetry into its own models, it broke that open-web symmetry. In this entry, I connect that history—alongside memories of studying ambigrams under the late John Langdon at Drexel and watching Jack Tramiel's Commodore 64 out-ship the Apple II—to a practical question: how do we build a tight, zero-rent feedback loop today? By pairing spam-resistant `mailto:` hooks and 16:9 broadcast thumbnails with a keyless YouTube title radar that reads edge-cached hydration JSON directly off the wire, we turn the modern web's own single-page application bloat back into an open instrument.

TL;DR: From Google's 2011 (not provided) shift and Asimov's Herbie to John Langdon's ambigrams, Jack Tramiel's C64, and keyless YouTube edge JSON telemetry.

#Python #NixOS #EdgeSEO
------------------------------------------------------------------------
📺 YOUTUBE LIVE TITLE [84/100 chars] (type `yttitle` to copy):
LIVE: Synthetic Telepathy, Ambigram Constraints, and the Keyless YouTube Title Radar
------------------------------------------------------------------------
📝 YOUTUBE LIVE DESCRIPTION (type `ytdesc` to copy):
📖 Read the full article: https://mikelev.in/futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/
📬 Edge SEO & AI-Readiness Consulting: https://mikelev.in/#consulting (Email: miklevin@gmail.com with [RFC9111] in subject)

🎙️ Now reading live on the Honeybot AI Observatory: "Synthetic Telepathy, Ambigram Constraints, and the Keyless YouTube Title Radar"

From Google's 2011 (not provided) shift and Asimov's Herbie to John Langdon's ambigrams, Jack Tramiel's C64, and keyless YouTube edge JSON telemetry.

🤖 AI Editorial Take:
What stands out most in this entry is the structural parallel between Google's 2011 `(not provided)` referrer strip and YouTube's 2026 `lockupViewModel` migration—and how an ambigram mindset flips both on their head. When platforms enclose open protocols behind authenticated dashboards, they still have to ship the raw data to the client browser so their own JavaScript frameworks can hydrate the page within Core Web Vitals budgets. Even more telling is what happened inside `lockupViewModel`: YouTube stripped the word `views` from the text string (`"678"` instead of `"678 views"`), relying on a visual icon to convey meaning to human eyes while breaking naive keyword scrapers. Catching that silent schema shift in a single turn—because the live terminal receipt printed `(STREAM | 57:40 | 678)`—is a textbook demonstration of why inspectable wire receipts beat opaque SDK wrappers every time.

---
🔭 About this 24/7 Home-Hosted NixOS Broadcast:
You are watching real-time Nginx access logs and AI crawler telemetry from mikelev.in.
• Agents sending 'Accept: text/markdown' (RFC 9110) receive clean raw Markdown.
• Agents executing JavaScript trigger the DOM trapdoor sensor.
• Zero-Agent Airlock: Deterministic NixOS + Piper TTS player piano (chat reaches a human, never an LLM shell).
• Ephemeral Broadcast: Continuous streams ]12h are not archived by YouTube. Permanent text & code: https://mikelev.in/latest
• AI Context Manifest: https://mikelev.in/llms.txt
• Stack: NPvg (Nix, Python, Neovim, Git) — https://pipulate.com | https://qamy.ai

#Python #NixOS #EdgeSEO
------------------------------------------------------------------------
------------------------------------------------------------------------
📺 YT STUDIO THUMBNAIL (1280x720 16:9): /home/mike/Downloads/yt_thumb_latest.jpg (Checklist: Upload thumb + Enable DVR)
🎛️  Quick Words:  yt (help) | ythero | ytyaml | tweet | linkedin | ytpebble | yttitle | ytdesc | ytcard | yttop | ytsay | ytwatch | ytping | ytroll | ytbell | ytstatus
------------------------------------------------------------------------
🔗 Preview URL:   http://localhost:4001/futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/
✏️  Edit Command:  vim /home/mike/repos/trimnoir/_posts/2026-10-20-synthetic-telepathy-ambigram-constraints-keyless-youtube-radar.md
========================================================================
(nix) pipulate $ 

That’s a lot to include here, but it’s out of thoroughness in this case. This is sometimes necessary in these articles which are also the AI prompts just to notice everything. Sometimes I shorten that stuff for final article push, sometimes I don’t.

Gemini 4 Argon High: Context verified.

TL;DR:

AFTER Receipts Verified:
- sync_observatory_metrics() in scripts/articles/publishizer.py generated /home/mike/repos/trimnoir/_data/observatory.json (158 bytes) and spliced  into /home/mike/repos/trimnoir/index.md.
- remotes/honeybot/queries/content_neg_agents.sql now filters out all generic desktop Mozilla/5.0 browser strings, leaving only true RFC 9110 Accept: text/markdown agents (ExaSearchBot, ShapBot, Googlebot, SleepBot, KeenableBot, llmstxt-radar, orq-os, CorpusBot, freeweb-mcp, MarkdownWorker, Claude-User, etc.).
- publish "Truth in Markdown" --reboot shipped the homepage update to Honeybot and cleanly cycled stream.py (old=269181 -> new=299609).
Good News on Liquid Braces When Publishing This Article:
- You do not need to hand-break {{ ... }} or {% ... %} in your article buffer before running article. articleizer.py (lines 329–330) automatically wraps the entire article body in a Liquid raw / endraw block, which tells Jekyll to ignore every {{ and {% inside the post. The only string that can ever break that wrapper is a literal closing endraw tag appearing inside the article text itself (which we have deliberately kept out of these responses).
- Note on the 26 broken-path warnings: check_topological_integrity() in prompt_foo.py also checks commented-out # /path/... lines when they have no trailing prose. Deleting the commented-out # Context 1 block at the top of context.txt will clear all 26 warnings.
Wiring Individual Article Pages (post.html & default.html):
- Below, we wire site.data.observatory into /home/mike/repos/trimnoir/_layouts/post.html right above <div itemprop="articleBody"> (so every individual article page displays the live telemetry above the fold without polluting articleBody schema), add CSS styling for .observatory-metrics-banner to /home/mike/repos/trimnoir/_layouts/default.html, and have sync_observatory_metrics() auto-stage _data/observatory.json alongside index.md.

5-Car Train

1: BEFORE (PROBE, read-only, paste as block in command line): Checks _data/observatory.json contents and inspects /home/mike/repos/trimnoir/_layouts/post.html and /home/mike/repos/trimnoir/_layouts/default.html for observatory-metrics-banner before patching.

(nix) pipulate $

echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true

2: AFTER (NEXT CONTEXT, put in context.txt using context or x): Tip: Replace the entire contents of context.txt with this block (deleting the old commented-out # Context 1 lines) so the 26 topological warnings disappear.

! echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
scripts/articles/common.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
/home/mike/repos/trimnoir/_config.yml
apply.py

3: CHANGE (PATCHES, real SEARCH/DIVIDER/REPLACE blocks for apply.py):

(nix) pipulate $

Target: /home/mike/repos/trimnoir/_layouts/default.html
[[[SEARCH]]]
<script src="https://tags.pw.adn.cloud/YICBBD/activation.js" async></script>
</head>
[[[DIVIDER]]]
<script src="https://tags.pw.adn.cloud/YICBBD/activation.js" async></script>
<style>
  .observatory-metrics-banner {
    margin: 1.5rem 0;
    padding: 0.95rem 1.2rem;
    border: 1px solid rgba(88, 166, 255, 0.35);
    border-left: 4px solid #58a6ff;
    border-radius: 8px;
    background: rgba(17, 17, 17, 0.45);
    font-size: 0.92rem;
    line-height: 1.5;
  }
  .observatory-metrics-banner ul {
    margin: 0.45rem 0 0.45rem 1.2rem;
    padding: 0;
  }
  .observatory-metrics-banner li {
    margin: 0.25rem 0;
  }
  .observatory-metrics-banner small {
    display: block;
    opacity: 0.85;
  }
</style>
</head>
[[[REPLACE]]]

Target: /home/mike/repos/trimnoir/_layouts/post.html
[[[SEARCH]]]
  </div>
  {{ post_nav }}
  <div itemprop="articleBody">
    {{ content }}
  </div>
[[[DIVIDER]]]
  </div>
  {{ post_nav }}
  {%- assign obs = site.data.observatory -%}
  {%- if obs -%}
  <div class="observatory-metrics-banner" role="region" aria-label="Live AI Crawler Telemetry">
    <strong>🔭 Live Bare-Metal AI Observatory Telemetry (No CDN · Direct Nginx Wire Truth):</strong>
    <ul>
      <li><strong>Do AI Crawlers Execute JavaScript? (DOM Hydration Trapdoor):</strong> <strong>{{ obs.js_trapdoor_triggers }}</strong> verified client-side JS executions across <strong>{{ obs.js_trapdoor_ips }}</strong> non-local crawler IPs (including <code>OAI-SearchBot</code> and <code>GPTBot</code> triggering <code>js_confirm.gif</code>).</li>
      <li><strong>Which AI Bots Negotiate Raw Markdown? (RFC 9110 <code>Accept: text/markdown</code>):</strong> <strong>{{ obs.markdown_reads }}</strong> proactive Markdown reads (<strong>{{ obs.markdown_pct }}</strong> of all origin responses served as raw <code>text/markdown</code>).</li>
    </ul>
    <small>Snapshot: <code>{{ obs.fetched_at }}</code> · Watch live bot hits in real time on <a href="https://www.youtube.com/@MikeLevin/live">YouTube Live</a>.</small>
  </div>
  {%- endif -%}
  <div itemprop="articleBody">
    {{ content }}
  </div>
[[[REPLACE]]]

Target: scripts/articles/publishizer.py
[[[SEARCH]]]
        if n and new_idx != idx_text:
            index_file.write_text(new_idx, encoding="utf-8")
    print(f"🔭 AI Observatory metrics synced: {md_count_fmt} RFC 9110 Markdown reads ({md_pct_s}%), {hyd_trig_fmt} JS trapdoor triggers ({fetched_at}).")
[[[DIVIDER]]]
        if n and new_idx != idx_text:
            index_file.write_text(new_idx, encoding="utf-8")
    if (repo_root / ".git").exists():
        subprocess.run(
            ["git", "-C", str(repo_root), "add", "--", "_data/observatory.json", "index.md"],
            capture_output=True,
            text=True,
            check=False,
        )
    print(f"🔭 AI Observatory metrics synced: {md_count_fmt} RFC 9110 Markdown reads ({md_pct_s}%), {hyd_trig_fmt} JS trapdoor triggers ({fetched_at}).")
[[[REPLACE]]]

Ignition: Run preview (or publish "Surface AI Observatory metrics across all posts") to rebuild the site and ship the updated _layouts/post.html and _layouts/default.html:

(nix) pipulate $

preview

4: PROMPT (Use prompt or p to create prompt.md from copy.):

(nix) pipulate $

Verify the AFTER receipts confirming that `/home/mike/repos/trimnoir/_layouts/post.html`, `/home/mike/repos/trimnoir/_layouts/default.html`, and `/home/mike/repos/trimnoir/index.md` all carry and style the live AI Observatory metrics, and provide a closing wrap-up for the article.

5: DELIVERABLE (What done looks like):

Every individual article page on MikeLev.in (_layouts/post.html) and the homepage (index.md) display the live AI Observatory metrics (Do AI Crawlers Execute JavaScript? and Which AI Bots Negotiate Raw Markdown?) styled by _layouts/default.html and updated automatically by publishizer.py.

MikeLev.in:

THE AI-EDIT METHOD

Same commands, run twice, one change between them. Where the readings differ is what the change did; the diff in the middle is the receipt.

1: BEFORE (PROBE):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true
--- 1. OBSERVATORY JSON ---
{
  "markdown_reads": "4,283",
  "markdown_pct": "0.29%",
  "js_trapdoor_triggers": "5,066",
  "js_trapdoor_ips": "40",
  "fetched_at": "2026-10-20T14:49Z"
}
--- 2. LAYOUTS CHECK ---
/home/mike/repos/trimnoir/index.md
15:<div class="observatory-metrics-banner" role="region" aria-label="Live AI Crawler Telemetry">
(nix) pipulate $ 

2: AFTER (NEXT CONTEXT):

# # Context 1
# 
# # THE DATA EVERYONE NEEDS
# remotes/honeybot/queries/trapdoor_ips.sql
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/content_neg_agents.sql
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# 
# # THE JEKYLL BLOG LIKE A HACKER (INVENTED SKILL.md & AGENTS.md FORMAT) PUBLISHING PIPELINE
# ~/repos/nixos/blogs.nix
# ~/.config/pipulate/blogs.json
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/build_knowledge_graph.py
# scripts/articles/editing_prompt.txt
# scripts/articles/sanitizer.py
# scripts/articles/contextualizer.py
# scripts/articles/generate_llms_txt.py
# scripts/articles/generate_post_nav.py
# 
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py
# 
# /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql

# # Context 2
# ! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# prompt_foo.py
# # foo_files.py
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/editing_prompt.txt
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_config.yml
# flake.nix

# # Context 3
# ! echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/generate_hubs.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# Context 4
! echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
scripts/articles/common.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
/home/mike/repos/trimnoir/_config.yml
apply.py

3: CHANGE (PATCHES):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated '/home/mike/repos/trimnoir/_layouts/default.html'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated '/home/mike/repos/trimnoir/_layouts/post.html'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/articles/publishizer.py'.
(nix) pipulate $ d
diff --git a/scripts/articles/publishizer.py b/scripts/articles/publishizer.py
index 8bf3245..38879d4 100644
--- a/scripts/articles/publishizer.py
+++ b/scripts/articles/publishizer.py
@@ -221,6 +221,13 @@ def sync_observatory_metrics(target_key, target_path, verbose=False):
         )
         if n and new_idx != idx_text:
             index_file.write_text(new_idx, encoding="utf-8")
+    if (repo_root / ".git").exists():
+        subprocess.run(
+            ["git", "-C", str(repo_root), "add", "--", "_data/observatory.json", "index.md"],
+            capture_output=True,
+            text=True,
+            check=False,
+        )
     print(f"🔭 AI Observatory metrics synced: {md_count_fmt} RFC 9110 Markdown reads ({md_pct_s}%), {hyd_trig_fmt} JS trapdoor triggers ({fetched_at}).")
 
 def main():
(nix) pipulate $ m
📝 Committing: chore: Add git add command for observatory data
[main 8b99a44] chore: Add git add command for observatory data
 1 file changed, 7 insertions(+)
(nix) pipulate $ cd ~/repos/trimnoir/
(nix) trimnoir $ d
diff --git a/_layouts/default.html b/_layouts/default.html
index 1cb611ce8..c35e44f9f 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -137,6 +137,29 @@
 <script id="MathJax-script" async src="{{ '/assets/js/mathjax/tex-mml-chtml.js' | relative_url }}"></script>
 {%- endif %}
 <script src="https://tags.pw.adn.cloud/YICBBD/activation.js" async></script>
+<style>
+  .observatory-metrics-banner {
+    margin: 1.5rem 0;
+    padding: 0.95rem 1.2rem;
+    border: 1px solid rgba(88, 166, 255, 0.35);
+    border-left: 4px solid #58a6ff;
+    border-radius: 8px;
+    background: rgba(17, 17, 17, 0.45);
+    font-size: 0.92rem;
+    line-height: 1.5;
+  }
+  .observatory-metrics-banner ul {
+    margin: 0.45rem 0 0.45rem 1.2rem;
+    padding: 0;
+  }
+  .observatory-metrics-banner li {
+    margin: 0.25rem 0;
+  }
+  .observatory-metrics-banner small {
+    display: block;
+    opacity: 0.85;
+  }
+</style>
 </head>
 <body>
 <main class="page-content" aria-label="Content">
diff --git a/_layouts/post.html b/_layouts/post.html
index bb76efa13..2e9ad2b8b 100644
--- a/_layouts/post.html
+++ b/_layouts/post.html
@@ -50,6 +50,17 @@ layout: default
     {%- endif %}
   </div>
   {{ post_nav }}
+  {%- assign obs = site.data.observatory -%}
+  {%- if obs -%}
+  <div class="observatory-metrics-banner" role="region" aria-label="Live AI Crawler Telemetry">
+    <strong>🔭 Live Bare-Metal AI Observatory Telemetry (No CDN · Direct Nginx Wire Truth):</strong>
+    <ul>
+      <li><strong>Do AI Crawlers Execute JavaScript? (DOM Hydration Trapdoor):</strong> <strong>{{ obs.js_trapdoor_triggers }}</strong> verified client-side JS executions across <strong>{{ obs.js_trapdoor_ips }}</strong> non-local crawler IPs (including <code>OAI-SearchBot</code> and <code>GPTBot</code> triggering <code>js_confirm.gif</code>).</li>
+      <li><strong>Which AI Bots Negotiate Raw Markdown? (RFC 9110 <code>Accept: text/markdown</code>):</strong> <strong>{{ obs.markdown_reads }}</strong> proactive Markdown reads (<strong>{{ obs.markdown_pct }}</strong> of all origin responses served as raw <code>text/markdown</code>).</li>
+    </ul>
+    <small>Snapshot: <code>{{ obs.fetched_at }}</code> · Watch live bot hits in real time on <a href="https://www.youtube.com/@MikeLevin/live">YouTube Live</a>.</small>
+  </div>
+  {%- endif -%}
   <div itemprop="articleBody">
     {{ content }}
   </div>
(nix) trimnoir $ m
📝 Committing: refactor: Add observatory metrics banner to post layout
[main fb7734118] refactor: Add observatory metrics banner to post layout
 2 files changed, 34 insertions(+)
(nix) trimnoir $ h
(nix) pipulate $ git push
Enumerating objects: 9, done.
Counting objects: 100% (9/9), done.
Delta compression using up to 48 threads
Compressing objects: 100% (5/5), done.
Writing objects: 100% (5/5), 584 bytes | 584.00 KiB/s, done.
Total 5 (delta 4), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (4/4), completed with 4 local objects.
To github.com:pipulate/pipulate.git
   d96f205..8b99a44  main -> main
(nix) pipulate $ 

Ignition: often “exit”, “nix develop”. Instructions may vary.

Ignition is preview and then a full publish reboot event.

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ preview

🔒 Locked Target: MikeLev.in (Public)
🛤️  Active Pipeline: 9 steps
🔭 AI Observatory metrics synced: 4,283 RFC 9110 Markdown reads (0.29%), 5,066 JS trapdoor triggers (2026-10-20T14:49Z).
ℹ️  Public lane: no private fences, inline spans, or PII matches found.
ℹ️  Nothing to scrub. Article is already clean.
✅ sanitizer.py complete (0.20s).
🎯 Target set via CLI: MikeLev.in (Public)

🔍 Scanning /home/mike/repos/trimnoir/_posts...
📝 0 articles need context.

✨ Grand Total: 0 articles processed across 1 keys.
✅ contextualizer.py complete (1.00s).
🚀 Initializing Cartographer (Unified Graph Builder)...
🎯 Target set via CLI: MikeLev.in (Public)
💎 Loading 1564 shards from /home/mike/repos/trimnoir/_posts/_context...
🧠 Clustering 1564 articles into Canonical Tree for MikeLev.in (https://mikelev.in)...
✅ Generated NavGraph: navgraph.json
✅ Generated D3 Graph: graph.json (2028 nodes)
✅ Generated Sitemaps: Core, Hubs, Branches, and Root Index
✅ build_knowledge_graph.py complete (8.03s).
📚 Extracting metadata from: /home/mike/repos/trimnoir/_posts
✅ Successfully generated: /home/mike/pipulate/scripts/articles/llms.txt
✅ Successfully generated: /home/mike/pipulate/scripts/articles/robots.txt
✅ generate_llms_txt.py complete (3.73s).
🎯 Target set via CLI: MikeLev.in (Public)
🔗 Rebuilding Pipulate-Specific Ledgers in _posts...
✨ Ledger injection complete. Modified 0 files.
✅ link_injector.py complete (2.42s).
🎯 Target set via CLI: MikeLev.in (Public)
🚀 Generating Hubs for: trimnoir
🖼️  Updated 10 recent post thumbnails in /home/mike/repos/trimnoir/index.md
📌 Surgically staged 13 homepage/image asset(s) in trimnoir git index.
🧹 Cleaned: /home/mike/repos/trimnoir/pages
🏠 Homepage Include: /home/mike/repos/trimnoir/_includes/home_hub.md
✅ generate_hubs.py complete (0.69s).
🎯 Target set via CLI: MikeLev.in (Public)
🛠️ Forging Nginx map from _raw_map.csv...
🪄 Slug-corrected: /jupyter-notebooks/nix-flakes/nix/ -> /prompt-fu/nix/ast/nix/
🪄 Slug-corrected: /jupyter-notebooks/nix-flakes/pipulate/ -> /prompt-fu/nixos/pipulate/
🛡️ Protected Living URL (Collision Avoided): /nix/refactoring/ai-shim/
🪄 Slug-corrected: /jupyter-notebooks/refactoring/nixos/ -> /prompt-fu/nixos/nixos/
🪄 Slug-corrected: /nix/prompt-engineering/prompt-fu/jekyll/ -> /python/nixos/nixos/automation/jekyll/
🧹 Pruned and synchronized raw CSV ledger.
✅ Nginx map forged successfully at _redirects.map
✅ generate_redirects.py complete (4.22s).
🎯 Target set via CLI: MikeLev.in (Public)
🧹 Sanitizing Nginx map: _redirects.map...
✅ Map file is already pristine.
✅ sanitize_redirects.py complete (0.16s).
🎯 Target set via CLI: MikeLev.in (Public)
✅ Wrote /home/mike/repos/trimnoir/_data/post_nav.json (1563 entries).
   Newest: /futureproof/synthetic-telepathy-ambigram-constraints-keyless-youtube-radar/ -> prev=/futureproof/cooking-frogs-rolling-thumbnails-skyhook-drophook/
✅ generate_post_nav.py complete (4.07s).
📦 Synced 13 artifact(s) -> trimnoir/

✨ All steps completed successfully in 24.54s.
(nix) pipulate $ 

4: PROMPT:

Verify the AFTER receipts confirming that /home/mike/repos/trimnoir/_layouts/post.html, /home/mike/repos/trimnoir/_layouts/default.html, and /home/mike/repos/trimnoir/index.md all carry and style the live AI Observatory metrics, and provide a closing wrap-up for the article.

5: DELIVERABLE:

And now I do a full forced release again but his time I will spare you and the AI the long printout. It all worked but the filtering we did didn’t even bring the Anthropic useragent that’s supposedly the point two nine percent that accept Markdown. I’m a bit surprised to see Googlebot there. At any rate, those lower HUD reports are becoming a big enough feature of this I think I want to expand each of them to be 5 rows taller. I would also need this number of how tall each is to be easily changed so I can tweak it over time. I guess they get taller or shorter in unison because of aesthetics and simplicity but we should get that change in now in a way that adds 5 rows to what I think is 12 rows. So you can ignore the wrapping it up instructions for one more turn while we work this out.

Gemini 4 Argon High: Context verified (for the trimnoir layout receipts; remotes/honeybot/scripts/logs.py and remotes/honeybot/scripts/db.py were commented out in Context 4 and are needed in context.txt before patching the HUD height).

TL;DR:

AFTER Receipts Verified (observatory.json, post.html, default.html, index.md):
- Receipt 1 confirms /home/mike/repos/trimnoir/_data/observatory.json is populated (4,283 Markdown reads / 0.29%, 5,066 JS trapdoor triggers across 40 IPs) and wired into _layouts/post.html:53, _layouts/default.html:141, and index.md:15.
Why Anthropic (Claude-User) Was Pushed Below Row 12 (and What the 0.29% Measures):
- Version-String Splintering: Look at lines 18–55 of Receipt 3 (--- WHO NEGOTIATES MARKDOWN ---). Anthropic’s Claude-User (claude-code/2.1.XXX; +[https://support.anthropic.com/](https://support.anthropic.com/)) embeds the exact CLI build number into the User-Agent string (2.1.85 through 2.1.299 — 36 separate rows in the receipt). Because the SQL does GROUP BY ua.id on the raw un-normalized string, Claude-User is splintered into 36 tiny buckets of 1–4 hits instead of rolling up into one Claude-User (claude-code) row near the top of the table.
- 0.29% (format_ratio.sql) vs. src=content_neg: remotes/honeybot/queries/format_ratio.sql counts all served_md = 1 responses (4,283 hits = 0.29%), which includes both RFC 9110 Accept: text/markdown negotiation (src=content_neg) and direct Markdown fetches (/llms.txt, index.md?src=link+rel, index.md?src=a+href).
- Why Googlebot/2.1 Appears: The probe below checks the exact Accept header and paths recorded for Googlebot/2.1 on src=content_neg hits.
Expanding Both Lower HUD Tables by +5 Rows (with One Tunable Constant):
- remotes/honeybot/scripts/logs.py and remotes/honeybot/scripts/db.py were commented out in Context 4. Car 1 and Car 2 below load logs.py, db.py, and stream.py into context so we can add a single tunable constant at the top of logs.py that expands both lower HUD tables in unison by +5 rows (and optionally rolls up Claude-User (claude-code/*) so Anthropic appears in the top rows where it belongs).

5-Car Train

1: BEFORE (PROBE, read-only, paste as block in command line): Inspects the current table height / CSS rules in remotes/honeybot/scripts/logs.py, checks how Claude-User stacks up when claude-code/* versions are grouped together, and inspects what Accept header Googlebot/2.1 sent on src=content_neg.

(nix) pipulate $

echo "--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---" && rg -n -C 8 "bottom_split|trap_pane|md_pane|trap_table|md_table|height" remotes/honeybot/scripts/logs.py && echo "--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT CASE WHEN ua.value LIKE \"Claude-User (claude-code/%\" THEN \"Claude-User (claude-code/*; +https://support.anthropic.com/)\" ELSE ua.value END AS agent_family, SUM(t.count) AS total_reads, COUNT(DISTINCT ua.id) AS ua_variants FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND ah.value LIKE \"%text/markdown%\" AND p.value LIKE \"%src=content_neg%\" AND i.value NOT LIKE \"127.%\" AND i.value NOT LIKE \"10.%\" AND i.value NOT LIKE \"192.168.%\" GROUP BY agent_family ORDER BY total_reads DESC LIMIT 20;"' && echo "--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ah.value AS accept_hdr, p.value AS path, t.count FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND p.value LIKE \"%src=content_neg%\" AND ua.value LIKE \"%Googlebot%\" ORDER BY t.count DESC LIMIT 10;"'

2: AFTER (NEXT CONTEXT, put in context.txt using context or x): Brings remotes/honeybot/scripts/logs.py, remotes/honeybot/scripts/db.py, and remotes/honeybot/scripts/stream.py into context (and replaces the commented-out # Context 1 block so the 26 broken-path alerts stop firing).

! echo "--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---" && rg -n -C 8 "bottom_split|trap_pane|md_pane|trap_table|md_table|height" remotes/honeybot/scripts/logs.py && echo "--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT CASE WHEN ua.value LIKE \"Claude-User (claude-code/%\" THEN \"Claude-User (claude-code/*; +https://support.anthropic.com/)\" ELSE ua.value END AS agent_family, SUM(t.count) AS total_reads, COUNT(DISTINCT ua.id) AS ua_variants FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND ah.value LIKE \"%text/markdown%\" AND p.value LIKE \"%src=content_neg%\" AND i.value NOT LIKE \"127.%\" AND i.value NOT LIKE \"10.%\" AND i.value NOT LIKE \"192.168.%\" GROUP BY agent_family ORDER BY total_reads DESC LIMIT 20;"' && echo "--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ah.value AS accept_hdr, p.value AS path, t.count FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND p.value LIKE \"%src=content_neg%\" AND ua.value LIKE \"%Googlebot%\" ORDER BY t.count DESC LIMIT 10;"'
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
remotes/honeybot/scripts/stream.py
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
apply.py

3: CHANGE (PATCHES, real SEARCH/DIVIDER/REPLACE blocks for apply.py): No repo patches required in this turn (remotes/honeybot/scripts/logs.py and remotes/honeybot/scripts/db.py are not in the current payload and will be patched in the next turn once loaded by Car 2). No ignition required.

4: PROMPT (Use prompt or p to create prompt.md from copy.):

(nix) pipulate $

Using the loaded `remotes/honeybot/scripts/logs.py` and `remotes/honeybot/scripts/db.py`:
1. Add a single, easily tunable constant in `logs.py` (e.g. `HUD_TABLE_ROWS` / pane height) that expands both lower HUD reports in unison by 5 rows (from ~12 rows to ~17 rows).
2. Review the `Claude-User (claude-code/*)` rollup and `Googlebot` `src=content_neg` probe receipts, and update `db.py` / `content_neg_agents.sql` if needed so fragmented `claude-code` versions roll up cleanly instead of splintering into 36 single-hit rows.

5: DELIVERABLE (What done looks like):

logs.py and db.py are in context along with the SQLite rollup receipts so we can patch the unified +5 row HUD height constant and Claude-User version rollup in one clean strike.

MikeLev.in: Oh I see. Making the number of rows tunable is just the start. I’m either going to have to make these HUDs more dynamic (in the future) maybe showing a slow scroll of each or less granularity of useragent and more grouping aggregation which I think Gemini is doing for Anthropic on this turn… or something else even better. I will give this thought now.

So it’s selective aggregation on the next turn, is it? Okay fine. I don’t like the selective handling but let’s do 80/20-rule here. We have to surface these details but I’ll give thought to something better in the future. Not this turn but in general I figure we want to aggregate all useragents or none and I have it on none currently because this granularity is important in observing these things early stage.

I plan on having reports being able to pop up in the station identification sequences so that (in the future) will take the load of granularity responsibility (not grouping) off of the HUDs.

Does that make sense?

But do as you thing is best, Gemini. I will defer to your handling. You know the objective. We’re going to talk about that point two nine percent becoming point 3 and a whole percent and then twenty percent and so on.

Catching 67 Claude-Code Releases and Spoofed Googlebot IPs

It’s just like when Google moved to “not provided” or the world moved to mobile-first responsive web design (RWD) or that kind of thing. These things happen slowly and I don’t want to be reading tea-leaves. I want to be enumerating smoking guns.

THE AI-EDIT METHOD

Same commands, run twice, one change between them. Where the readings differ is what the change did; the diff in the middle is the receipt.

1: BEFORE (PROBE):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ echo "--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---" && rg -n -C 8 "bottom_split|trap_pane|md_pane|trap_table|md_table|height" remotes/honeybot/scripts/logs.py && echo "--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT CASE WHEN ua.value LIKE \"Claude-User (claude-code/%\" THEN \"Claude-User (claude-code/*; +https://support.anthropic.com/)\" ELSE ua.value END AS agent_family, SUM(t.count) AS total_reads, COUNT(DISTINCT ua.id) AS ua_variants FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND ah.value LIKE \"%text/markdown%\" AND p.value LIKE \"%src=content_neg%\" AND i.value NOT LIKE \"127.%\" AND i.value NOT LIKE \"10.%\" AND i.value NOT LIKE \"192.168.%\" GROUP BY agent_family ORDER BY total_reads DESC LIMIT 20;"' && echo "--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ah.value AS accept_hdr, p.value AS path, t.count FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND p.value LIKE \"%src=content_neg%\" AND ua.value LIKE \"%Googlebot%\" ORDER BY t.count DESC LIMIT 10;"'
--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---
54-        background: #0f1f27;
55-    }
56-
57-    /* TOP SECTION: Full Width Log Stream (Rows 1-4) */
58-    #log_stream {
59-        row-span: 4;
60-        background: #000000;
61-        color: #00ff00;
62:        height: 100%;
63-        overflow-y: auto;   /* <-- RESTORES VERTICAL SCROLL & AUTO-SCROLLING */
64-        overflow-x: hidden; /* <-- KEEPS THE BOTTOM FLUSH */
65-        width: 100%;
66-        min-width: 100%;
67-    }
68-
69-    /* BOTTOM SECTION: The Intelligence Panel (Rows 5-6) */
70-    #intelligence_panel {
--
73-        background: #051515;
74-        padding: 0;
75-        layout: horizontal; /* Split Left/Right */
76-        overflow: hidden;
77-    }
78-    
79-    .half_panel {
80-        width: 50%;
81:        height: 100%;
82-        border-right: solid #004400;
83-    }
84-
85-    .panel_header {
86-        text-align: center;
87-        background: #002200;
88-        color: #00ff00;
89-        text-style: bold;
90-        border-bottom: solid green;
91-        width: 100%;
92-    }
93-
94-    DataTable {
95:        height: 1fr;
96-        width: 100%;
97-        overflow: hidden;
98-    }
99-    
100-    /* Countdown moves to the footer area style override if needed, 
101-       but standard Footer widget handles it well. */
102-    """
103-
--
121-            # LEFT: Javascript Executors
122-            with Vertical(classes="half_panel"):
123-                yield Label("⚡ DOM HYDRATION TRAPDOOR (Bots Executing JS)", classes="panel_header")
124-                yield DataTable(id="js_table")
125-            
126-            # RIGHT: Markdown Seekers
127-            with Vertical(classes="half_panel"):
128-                yield Label("🧠 RFC 9110 MARKDOWN NEGOTIATORS (Accept: text/markdown)", classes="panel_header")
129:                yield DataTable(id="md_table")
130-        # ----------------------------------------
131-            
132-        # yield Footer()
133-
134-    def on_mount(self) -> None:
135-        self.ua_counter = Counter()
136-        self.countdown_str = "--:--"
137-        self.stream_logs()
138-        
139-        # Setup Tables (Now with 3 columns!)
140-        js_table = self.query_one("#js_table", DataTable)
141-        js_table.add_columns("Hits", "Bot Identity", "Raw Signature")
142-        
143:        md_table = self.query_one("#md_table", DataTable)
144:        md_table.add_columns("Hits", "Bot Identity", "Raw Signature")
145-
146-        self.refresh_tables() # Initial load
147-
148-        # Timers
149-        try:
150-            self.start_time = float(os.environ.get("SONAR_START_TIME", time.time()))
151-            self.duration_mins = float(os.environ.get("SONAR_DURATION", 15))
152-        except:
--
210-                    identity, signature = self.extract_and_stylize(display_ua)
211-                    table.add_row(str(count), identity, signature)
212-        except Exception as e:
213-            table.clear()
214-            table.add_row("ERROR", "None", str(e)[:40])
215-
216-        # 2. Update Markdown Negotiators (Right - strict RFC 9110 Accept: text/markdown)
217-        try:
218:            table = self.query_one("#md_table", DataTable)
219-            table.clear()
220-            data = db.get_content_neg_agents(limit=50)
221-            if not data:
222-                table.add_row("-", "None", "Waiting for data...")
223-            else:
224-                for ua, count in data:
225-                    display_ua = ua.replace("Mozilla/5.0 ", "") if STRIP_MOZILLA_PREFIX else ua
226-                    identity, signature = self.extract_and_stylize(display_ua)
--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---
agent_family                                                                                                                        total_reads  ua_variants
----------------------------------------------------------------------------------------------------------------------------------  -----------  -----------
Mozilla/5.0 (compatible; ExaSearchBot/1.0; +https://crawler.exa.ai/)                                                                1260         1          
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; ShapBot/0.1.0                                                       581          1          
Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)                                                            361          1          
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36                               297          1          
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36                     228          1          
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; SleepBot/1.0; +http://sleepbot.com/) Chrome/[REDACTED_IP] Safari/537.36  161          1          
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36                     134          1          
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; KeenableBot/1.0; +https://keenable.ai/)                              129          1          
Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36               113          1          
Claude-User (claude-code/*; +https://support.anthropic.com/)                                                                        99           67         
llmstxt-radar (+https://holyai.me/llmstxt-radar/)                                                                                   54           1          
orq-os/1.0 (+https://github.com/leandroecoville-lab; crawler de pesquisa; respeita robots.txt)                                      28           1          
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; KeenableBot/1.0; +https://keenable.ai/bot)                           25           1          
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36                     23           1          
CorpusBot/1.0 (+https://corpus.blog/crawler)                                                                                        23           1          
freeweb-mcp/1.0 (+https://github.com/xenitV1/freeweb)                                                                               20           1          
Mozilla/5.0 (Macintosh; Intel Mac OS X 14_7_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36                13           1          
Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36               12           1          
MarkdownWorker/1.0                                                                                                                  11           1          
axios/1.8.4                                                                                                                         10           1          
--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---
ip               accept_hdr                                                                                                                                                                                                                                           path                                                                                                 count
---------------  ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------  ---------------------------------------------------------------------------------------------------  -----
[REDACTED_IP]    text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7, text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5  /futureproof/wizarding-tiers-tech-philosophy-editors-languages-sovereignty/index.md?src=content_neg  1    
[REDACTED_IP]     text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7, text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5  /free-ai-seo-tool/index.md?src=content_neg                                                           1    
[REDACTED_IP]   text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5, text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7  /futureproof/gaining-traction/index.md?src=content_neg                                               1    
[REDACTED_IP]    text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7, text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5  /futureproof/forever-machine-architecting-intelligence-context-age-of-ai/index.md?src=content_neg    1    
[REDACTED_IP]   text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7, text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5  /free-ai-seo-tool?src=content_neg                                                                    1    
[REDACTED_IP]     text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5                                                                                                                                           /futureproof/llm-architecture-ai-collaboration-coding-workflows?src=content_neg                      1    
[REDACTED_IP]   text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5                                                                                                                                           /futureproof/llm-architecture-ai-collaboration-coding-workflows/index.md?src=content_neg             1    
[REDACTED_IP]     text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5                                                                                                                                           /futureproof/object-oriented-baseclass-plugins/index.md?src=content_neg                              1    
[REDACTED_IP]   text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7, text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5  /2011/01/python-programming-language-advantages/index.md?src=content_neg                             1    
[REDACTED_IP]  text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7, text/markdown,text/html;q=0.9,application/xhtml+xml;q=0.8,application/xml;q=0.7,image/webp;q=0.6,*/*;q=0.5  /futureproof/consolidating-forever-machine-levinix-npvg-blueprint/index.md?src=content_neg           1    
(nix) pipulate $ 

2: AFTER (NEXT CONTEXT):

# # Context 1
# 
# # THE DATA EVERYONE NEEDS
# remotes/honeybot/queries/trapdoor_ips.sql
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/content_neg_agents.sql
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# 
# # THE JEKYLL BLOG LIKE A HACKER (INVENTED SKILL.md & AGENTS.md FORMAT) PUBLISHING PIPELINE
# ~/repos/nixos/blogs.nix
# ~/.config/pipulate/blogs.json
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/build_knowledge_graph.py
# scripts/articles/editing_prompt.txt
# scripts/articles/sanitizer.py
# scripts/articles/contextualizer.py
# scripts/articles/generate_llms_txt.py
# scripts/articles/generate_post_nav.py
# 
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py
# 
# /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql

# # Context 2
# ! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# prompt_foo.py
# # foo_files.py
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/editing_prompt.txt
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_config.yml
# flake.nix

# # Context 3
# ! echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/generate_hubs.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# # Context 4
# ! echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# Context 5
! echo "--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---" && rg -n -C 8 "bottom_split|trap_pane|md_pane|trap_table|md_table|height" remotes/honeybot/scripts/logs.py && echo "--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT CASE WHEN ua.value LIKE \"Claude-User (claude-code/%\" THEN \"Claude-User (claude-code/*; +https://support.anthropic.com/)\" ELSE ua.value END AS agent_family, SUM(t.count) AS total_reads, COUNT(DISTINCT ua.id) AS ua_variants FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND ah.value LIKE \"%text/markdown%\" AND p.value LIKE \"%src=content_neg%\" AND i.value NOT LIKE \"127.%\" AND i.value NOT LIKE \"10.%\" AND i.value NOT LIKE \"192.168.%\" GROUP BY agent_family ORDER BY total_reads DESC LIMIT 20;"' && echo "--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ah.value AS accept_hdr, p.value AS path, t.count FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND p.value LIKE \"%src=content_neg%\" AND ua.value LIKE \"%Googlebot%\" ORDER BY t.count DESC LIMIT 10;"'
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
remotes/honeybot/scripts/stream.py
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
apply.py

3: CHANGE (PATCHES):

None this turn.

4: PROMPT:

Using the loaded remotes/honeybot/scripts/logs.py and remotes/honeybot/scripts/db.py:

Add a single, easily tunable constant in logs.py (e.g. HUD_TABLE_ROWS / pane height) that expands both lower HUD reports in unison by 5 rows (from ~12 rows to ~17 rows).
Review the Claude-User (claude-code/*) rollup and Googlebot src=content_neg probe receipts, and update db.py / content_neg_agents.sql if needed so fragmented claude-code versions roll up cleanly instead of splintering into 36 single-hit rows.

5: DELIVERABLE:

Better Honeybot Huds.

Gemini 4 Argon High: Context verified.

TL;DR:

Why Googlebot/2.1 Was in src=content_neg (Smoking Gun #1): Receipt 3 (--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---) proves those hits are not from Google’s 66.249.*.* IP space. They come from non-Google proxy IPs ([REDACTED_IP], [REDACTED_IP], [REDACTED_IP], [REDACTED_IP], etc.) whose HTTP middleware appended text/markdown to a browser Accept header while spoofing Googlebot/2.1. RFC 9110 content negotiation acts as a passive honeytrap: stealth AI scrapers masquerading as Googlebot/2.1 unmask themselves the moment they ask for text/markdown.
Why Anthropic (Claude-User) Was Hidden Below Row 12 (Smoking Gun #2): Receipt 2 (--- 2. CLAUDE-CODE ROLLUP ---) shows 99 RFC 9110 Markdown reads across 67 distinct claude-code/2.1.xxx versions. Because Claude-User (claude-code/2.1.xxx) is an agentic CLI running on developers’ machines that auto-updates daily, raw GROUP BY ua.id splintered Anthropic into 67 rows of 1–4 hits each. Rolling Claude-User (claude-code/% into a single display row puts Anthropic at #6 (99 reads) while keeping 100% raw version granularity in the SQLite user_agents table.
HUD Architecture (+5 Rows via HUD_TABLE_ROWS = 17): Your plan to keep raw granularity in the database, use the bottom HUD as the high-signal scoreboard, and let the 10-minute station-identification WINDOW overlays carry the deep-dive reports makes complete sense. Below, we replace the fixed 4:2 proportional grid in logs.py with HUD_TABLE_ROWS = 17 (HUD_PANEL_HEIGHT = HUD_TABLE_ROWS + 4, accounting for the 4 rows of panel border/title/column-header chrome) so you can tune the exact row height of both lower HUD tables in unison from one number at the top of logs.py.

5-Car Train

1: BEFORE (PROBE, read-only, paste as block in command line): Checks HUD_TABLE_ROWS in remotes/honeybot/scripts/logs.py and runs remotes/honeybot/queries/content_neg_agents.sql against Honeybot’s SQLite database to compare the top 20 RFC 9110 Markdown negotiators before and after the patch.

(nix) pipulate $

echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22

2: AFTER (NEXT CONTEXT, put in context.txt using context or x):

! echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
apply.py

3: CHANGE (PATCHES, real SEARCH/DIVIDER/REPLACE blocks for apply.py):

(nix) pipulate $

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
# --- Configuration ---
STRIP_MOZILLA_PREFIX = False  # Set to True to save space in bottom panels
[[[DIVIDER]]]
# --- Configuration ---
STRIP_MOZILLA_PREFIX = False  # Set to True to save space in bottom panels
HUD_TABLE_ROWS = 17           # Visible data rows in both bottom HUD tables (was 12; +5 rows)
HUD_PANEL_HEIGHT = HUD_TABLE_ROWS + 4  # +4 rows for top border, panel title, header rule, and column headers
[[[REPLACE]]]

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
    CSS = """
    Screen {
        layout: grid;
        grid-size: 1 6; 
        background: #0f1f27;
    }

    /* TOP SECTION: Full Width Log Stream (Rows 1-4) */
    #log_stream {
        row-span: 4;
        background: #000000;
        color: #00ff00;
        height: 100%;
        overflow-y: auto;   /* <-- RESTORES VERTICAL SCROLL & AUTO-SCROLLING */
        overflow-x: hidden; /* <-- KEEPS THE BOTTOM FLUSH */
        width: 100%;
        min-width: 100%;
    }

    /* BOTTOM SECTION: The Intelligence Panel (Rows 5-6) */
    #intelligence_panel {
        row-span: 2;
        border-top: solid cyan;
        background: #051515;
        padding: 0;
        layout: horizontal; /* Split Left/Right */
        overflow: hidden;
    }
[[[DIVIDER]]]
    CSS = """
    Screen {
        layout: vertical;
        background: #0f1f27;
    }

    /* TOP SECTION: Full Width Log Stream (auto-fills height above HUD) */
    #log_stream {
        height: 1fr;
        background: #000000;
        color: #00ff00;
        overflow-y: auto;   /* <-- RESTORES VERTICAL SCROLL & AUTO-SCROLLING */
        overflow-x: hidden; /* <-- KEEPS THE BOTTOM FLUSH */
        width: 100%;
        min-width: 100%;
    }

    /* BOTTOM SECTION: The Intelligence Panel (sized in unison by HUD_TABLE_ROWS) */
    #intelligence_panel {
        height: __HUD_PANEL_HEIGHT__;
        border-top: solid cyan;
        background: #051515;
        padding: 0;
        layout: horizontal; /* Split Left/Right */
        overflow: hidden;
    }
[[[REPLACE]]]

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
    /* Countdown moves to the footer area style override if needed, 
       but standard Footer widget handles it well. */
    """
[[[DIVIDER]]]
    /* Countdown moves to the footer area style override if needed, 
       but standard Footer widget handles it well. */
    """.replace("__HUD_PANEL_HEIGHT__", str(HUD_PANEL_HEIGHT))
[[[REPLACE]]]

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
        # 1. Update JS Executors (Left)
        try:
            table = self.query_one("#js_table", DataTable)
            table.clear()
            data = db.get_js_executors(limit=50) 
[[[DIVIDER]]]
        # 1. Update JS Executors (Left)
        try:
            table = self.query_one("#js_table", DataTable)
            table.clear()
            data = db.get_js_executors(limit=max(50, HUD_TABLE_ROWS))
[[[REPLACE]]]

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
        # 2. Update Markdown Negotiators (Right - strict RFC 9110 Accept: text/markdown)
        try:
            table = self.query_one("#md_table", DataTable)
            table.clear()
            data = db.get_content_neg_agents(limit=50)
[[[DIVIDER]]]
        # 2. Update Markdown Negotiators (Right - strict RFC 9110 Accept: text/markdown)
        try:
            table = self.query_one("#md_table", DataTable)
            table.clear()
            data = db.get_content_neg_agents(limit=max(50, HUD_TABLE_ROWS))
[[[REPLACE]]]

Target: remotes/honeybot/scripts/db.py
[[[SEARCH]]]
        sql = f"""
            SELECT ua.value as agent, SUM(t.count) as total_reads
            FROM telemetry t
            JOIN ips i ON t.ip_id = i.id
            JOIN paths p ON t.path_id = p.id
            JOIN user_agents ua ON t.ua_id = ua.id
            JOIN accept_headers ah ON t.accept_id = ah.id
            WHERE t.served_md = 1
              AND ah.value LIKE '%text/markdown%'
              AND p.value LIKE '%src=content_neg%'
              AND i.value NOT LIKE '127.%'
              AND i.value NOT LIKE '10.%'
              AND i.value NOT LIKE '192.168.%'
              {self._BROWSER_FILTER}
            GROUP BY ua.id
            ORDER BY total_reads DESC
            LIMIT ?
        """
[[[DIVIDER]]]
        sql = f"""
            SELECT
                CASE
                    WHEN ua.value LIKE 'Claude-User (claude-code/%'
                    THEN 'Claude-User (claude-code/*; +https://support.anthropic.com/)'
                    ELSE ua.value
                END as agent,
                SUM(t.count) as total_reads
            FROM telemetry t
            JOIN ips i ON t.ip_id = i.id
            JOIN paths p ON t.path_id = p.id
            JOIN user_agents ua ON t.ua_id = ua.id
            JOIN accept_headers ah ON t.accept_id = ah.id
            WHERE t.served_md = 1
              AND ah.value LIKE '%text/markdown%'
              AND p.value LIKE '%src=content_neg%'
              AND i.value NOT LIKE '127.%'
              AND i.value NOT LIKE '10.%'
              AND i.value NOT LIKE '192.168.%'
              {self._BROWSER_FILTER}
            GROUP BY agent
            ORDER BY total_reads DESC
            LIMIT ?
        """
[[[REPLACE]]]

Target: remotes/honeybot/queries/content_neg_agents.sql
[[[SEARCH]]]
SELECT 
    ua.value as agent, 
    SUM(t.count) as total_reads
FROM telemetry t
[[[DIVIDER]]]
SELECT 
    CASE
        WHEN ua.value LIKE 'Claude-User (claude-code/%'
        THEN 'Claude-User (claude-code/*; +https://support.anthropic.com/)'
        ELSE ua.value
    END as agent, 
    SUM(t.count) as total_reads
FROM telemetry t
[[[REPLACE]]]

Target: remotes/honeybot/queries/content_neg_agents.sql
[[[SEARCH]]]
GROUP BY ua.id
ORDER BY total_reads DESC;
[[[DIVIDER]]]
GROUP BY agent
ORDER BY total_reads DESC;
[[[REPLACE]]]

Ignition: Deploy the updated logs.py and db.py to Honeybot and restart the stream HUD with publish "Expand Honeybot HUD to 17 rows and roll up claude-code versions" --reboot (or ./nixops.sh if you want to sync before publishing):

(nix) pipulate $

publish "Expand Honeybot HUD to 17 rows and roll up claude-code versions" --reboot

4: PROMPT (Use prompt or p to create prompt.md from copy.):

(nix) pipulate $

Verify the AFTER receipts for `HUD_TABLE_ROWS = 17` in `remotes/honeybot/scripts/logs.py` and the `Claude-User (claude-code/*)` rollup in `content_neg_agents.sql` / `db.py`, and provide a concise closing synthesis for the article.

5: DELIVERABLE (What done looks like):

remotes/honeybot/scripts/logs.py exposes a single HUD_TABLE_ROWS = 17 constant at the top of the file that sizes both lower HUD tables in unison (+5 rows taller than the old 12-row layout).
remotes/honeybot/scripts/db.py and remotes/honeybot/queries/content_neg_agents.sql roll up the 67 fragmented Claude-User (claude-code/2.1.xxx) point-releases into a single #6 row (99 reads) while preserving full per-version granularity in the user_agents table.

MikeLev.in:

THE AI-EDIT METHOD

Same commands, run twice, one change between them. Where the readings differ is what the change did; the diff in the middle is the receipt.

1: BEFORE (PROBE):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ [200~echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22~
[200~echo: command not found
--- 2. TOP 20 MARKDOWN NEGOTIATORS ---
head: invalid number of lines: ‘22~’
(nix) pipulate $ 

2: AFTER (NEXT CONTEXT):

# # Context 1
# 
# # THE DATA EVERYONE NEEDS
# remotes/honeybot/queries/trapdoor_ips.sql
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/content_neg_agents.sql
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# 
# # THE JEKYLL BLOG LIKE A HACKER (INVENTED SKILL.md & AGENTS.md FORMAT) PUBLISHING PIPELINE
# ~/repos/nixos/blogs.nix
# ~/.config/pipulate/blogs.json
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/build_knowledge_graph.py
# scripts/articles/editing_prompt.txt
# scripts/articles/sanitizer.py
# scripts/articles/contextualizer.py
# scripts/articles/generate_llms_txt.py
# scripts/articles/generate_post_nav.py
# 
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py
# 
# /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql

# # Context 2
# ! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# prompt_foo.py
# # foo_files.py
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/editing_prompt.txt
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_config.yml
# flake.nix

# # Context 3
# ! echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/generate_hubs.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# # Context 4
# ! echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# # Context 5
# ! echo "--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---" && rg -n -C 8 "bottom_split|trap_pane|md_pane|trap_table|md_table|height" remotes/honeybot/scripts/logs.py && echo "--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT CASE WHEN ua.value LIKE \"Claude-User (claude-code/%\" THEN \"Claude-User (claude-code/*; +https://support.anthropic.com/)\" ELSE ua.value END AS agent_family, SUM(t.count) AS total_reads, COUNT(DISTINCT ua.id) AS ua_variants FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND ah.value LIKE \"%text/markdown%\" AND p.value LIKE \"%src=content_neg%\" AND i.value NOT LIKE \"127.%\" AND i.value NOT LIKE \"10.%\" AND i.value NOT LIKE \"192.168.%\" GROUP BY agent_family ORDER BY total_reads DESC LIMIT 20;"' && echo "--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ah.value AS accept_hdr, p.value AS path, t.count FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND p.value LIKE \"%src=content_neg%\" AND ua.value LIKE \"%Googlebot%\" ORDER BY t.count DESC LIMIT 10;"'
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# apply.py

# Content 6
! echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
apply.py

3: CHANGE (PATCHES):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/db.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/queries/content_neg_agents.sql'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/queries/content_neg_agents.sql'.
(nix) pipulate $ d
diff --git a/remotes/honeybot/queries/content_neg_agents.sql b/remotes/honeybot/queries/content_neg_agents.sql
index 9610a69..0836235 100644
--- a/remotes/honeybot/queries/content_neg_agents.sql
+++ b/remotes/honeybot/queries/content_neg_agents.sql
@@ -1,5 +1,9 @@
 SELECT 
-    ua.value as agent, 
+    CASE
+        WHEN ua.value LIKE 'Claude-User (claude-code/%'
+        THEN 'Claude-User (claude-code/*; +https://support.anthropic.com/)'
+        ELSE ua.value
+    END as agent, 
     SUM(t.count) as total_reads
 FROM telemetry t
 JOIN ips i ON t.ip_id = i.id
@@ -30,5 +34,5 @@ WHERE t.served_md = 1
           ua.value LIKE '%Android%'
       )
   )
-GROUP BY ua.id
+GROUP BY agent
 ORDER BY total_reads DESC;
\ No newline at end of file
diff --git a/remotes/honeybot/scripts/db.py b/remotes/honeybot/scripts/db.py
index e21fe0f..2f70ee5 100644
--- a/remotes/honeybot/scripts/db.py
+++ b/remotes/honeybot/scripts/db.py
@@ -378,7 +378,13 @@ class HoneyDB:
         cur = conn.cursor()
         # Note: Strictly requires served_md=1, Accept: text/markdown, and non-local IPs
         sql = f"""
-            SELECT ua.value as agent, SUM(t.count) as total_reads
+            SELECT
+                CASE
+                    WHEN ua.value LIKE 'Claude-User (claude-code/%'
+                    THEN 'Claude-User (claude-code/*; +https://support.anthropic.com/)'
+                    ELSE ua.value
+                END as agent,
+                SUM(t.count) as total_reads
             FROM telemetry t
             JOIN ips i ON t.ip_id = i.id
             JOIN paths p ON t.path_id = p.id
@@ -391,7 +397,7 @@ class HoneyDB:
               AND i.value NOT LIKE '10.%'
               AND i.value NOT LIKE '192.168.%'
               {self._BROWSER_FILTER}
-            GROUP BY ua.id
+            GROUP BY agent
             ORDER BY total_reads DESC
             LIMIT ?
         """
diff --git a/remotes/honeybot/scripts/logs.py b/remotes/honeybot/scripts/logs.py
index c305efb..53218a1 100644
--- a/remotes/honeybot/scripts/logs.py
+++ b/remotes/honeybot/scripts/logs.py
@@ -23,6 +23,8 @@ from db import db, KNOWN_BOTS  # Import the list
 
 # --- Configuration ---
 STRIP_MOZILLA_PREFIX = False  # Set to True to save space in bottom panels
+HUD_TABLE_ROWS = 17           # Visible data rows in both bottom HUD tables (was 12; +5 rows)
+HUD_PANEL_HEIGHT = HUD_TABLE_ROWS + 4  # +4 rows for top border, panel title, header rule, and column headers
 
 # A hidden console to render styles into ANSI codes for the Log widget
 # We set a massive width to prevent the console from hard-wrapping the text before the Log widget gets it
@@ -49,26 +51,24 @@ class SonarApp(App):
 
     CSS = """
     Screen {
-        layout: grid;
-        grid-size: 1 6; 
+        layout: vertical;
         background: #0f1f27;
     }
 
-    /* TOP SECTION: Full Width Log Stream (Rows 1-4) */
+    /* TOP SECTION: Full Width Log Stream (auto-fills height above HUD) */
     #log_stream {
-        row-span: 4;
+        height: 1fr;
         background: #000000;
         color: #00ff00;
-        height: 100%;
         overflow-y: auto;   /* <-- RESTORES VERTICAL SCROLL & AUTO-SCROLLING */
         overflow-x: hidden; /* <-- KEEPS THE BOTTOM FLUSH */
         width: 100%;
         min-width: 100%;
     }
 
-    /* BOTTOM SECTION: The Intelligence Panel (Rows 5-6) */
+    /* BOTTOM SECTION: The Intelligence Panel (sized in unison by HUD_TABLE_ROWS) */
     #intelligence_panel {
-        row-span: 2;
+        height: __HUD_PANEL_HEIGHT__;
         border-top: solid cyan;
         background: #051515;
         padding: 0;
@@ -99,7 +99,7 @@ class SonarApp(App):
     
     /* Countdown moves to the footer area style override if needed, 
        but standard Footer widget handles it well. */
-    """
+    """.replace("__HUD_PANEL_HEIGHT__", str(HUD_PANEL_HEIGHT))
 
     TITLE = "Honeybot Live Observatory — https://mikelev.in (RFC 9110 Markdown vs. JS Trapdoor)"
 
@@ -201,7 +201,7 @@ class SonarApp(App):
         try:
             table = self.query_one("#js_table", DataTable)
             table.clear()
-            data = db.get_js_executors(limit=50) 
+            data = db.get_js_executors(limit=max(50, HUD_TABLE_ROWS))
             if not data:
                 table.add_row("-", "None", "Waiting for data...")
             else:
@@ -217,7 +217,7 @@ class SonarApp(App):
         try:
             table = self.query_one("#md_table", DataTable)
             table.clear()
-            data = db.get_content_neg_agents(limit=50)
+            data = db.get_content_neg_agents(limit=max(50, HUD_TABLE_ROWS))
             if not data:
                 table.add_row("-", "None", "Waiting for data...")
             else:
(nix) pipulate $ m
📝 Committing: chore: Increase HUD table rows and panel height for improved agent data display
[main 392d933] chore: Increase HUD table rows and panel height for improved agent data display
 3 files changed, 24 insertions(+), 14 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 17, done.
Counting objects: 100% (17/17), done.
Delta compression using up to 48 threads
Compressing objects: 100% (8/8), done.
Writing objects: 100% (9/9), 1.36 KiB | 1.36 MiB/s, done.
Total 9 (delta 6), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (6/6), completed with 6 local objects.
To github.com:pipulate/pipulate.git
   8b99a44..392d933  main -> main
(nix) pipulate $ 

Ignition: often “exit”, “nix develop”. Instructions may vary.

(nix) pipulate $ publish "Expand Honeybot HUD to 17 rows and roll up claude-code versions" --reboot
🚀 [1/5] Payload Delivery: Committing and Pushing /home/mike/repos/trimnoir...

[A lot of stuff deleted because I don't have to keep re-showing the whole thing.]

4: PROMPT:

Verify the AFTER receipts for HUD_TABLE_ROWS = 17 in remotes/honeybot/scripts/logs.py and the Claude-User (claude-code/*) rollup in content_neg_agents.sql / db.py, and provide a concise closing synthesis for the article.

5: DELIVERABLE:

Alright, this is good. I see Claude-User now. Things are getting a bit tiny, but again that too is fine right now. But what we’ve got to do is give visual indication that those “Googlebots” in the Markdown HUD are not really Googlebot. I’m not sure how. Maybe we turn those Red instead of Orange unless you can figure out some better way. I think it’s best to honestly show what’s reported but we use another dimension like color or other things we can do with Textual to indicate it’s cloaking. Can we have it blink between the words Googlebot and “Cloaking”? I don’t want that to be too distracting, but you get the idea. We don’t want to misrepresent either way. We’ve got to be buttoned-up because if I an trying to win consulting based on this that question will come up and I want it to already be defused.

MikeLev.in:

THE AI-EDIT METHOD

Same commands, run twice, one change between them. Where the readings differ is what the change did; the diff in the middle is the receipt.

1: BEFORE (PROBE):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ 
(nix) pipulate $ p
(nix) pipulate $ c
🗺️  Codex Mapping Coverage: 71.5% (191/267 tracked files) (was 191/267: +0 claimed, +0 tracked).

⚠️  TOPOLOGICAL INTEGRITY ALERT (26 broken of 59 candidates):
  • /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
  • /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql
   -> Executing: echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22 ... [0.2318s]
   -> Executing: echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' ... [2.4139s]
Python file(s) detected. Generating codebase tree diagram... (2,946 tokens | 9,652 bytes)
UML unavailable for 4 file(s): Skipping: Required command(s) not found: `pyreverse` (from pylint).
   -> Ruff exit 0 (clean).
                                                                          📦 Payload Ledger (biggest first)                                                                          
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━┓
┃ File / Source                                                                                                                                        ┃ Tokens ┃   Bytes ┃ % Bytes ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━┩
│ PROMPT (checklist + prompt.md)                                                                                                                       │ 57,009 │ 208,992 │   57.9% │
│ apply.py                                                                                                                                             │ 10,195 │  43,599 │   12.1% │
│ /home/mike/repos/trimnoir/index.md                                                                                                                   │  4,094 │  16,384 │    4.5% │
│ remotes/honeybot/scripts/logs.py                                                                                                                     │  3,523 │  15,754 │    4.4% │
│ remotes/honeybot/scripts/db.py                                                                                                                       │  3,282 │  15,317 │    4.2% │
│ scripts/articles/publishizer.py                                                                                                                      │  3,179 │  12,463 │    3.5% │
│ AUTO: Codebase Structure (eza --tree + token sizes)                                                                                                  │  2,946 │   9,652 │    2.7% │
│ /home/mike/repos/trimnoir/_layouts/default.html                                                                                                      │  2,455 │   9,277 │    2.6% │
│ ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column                       │  2,886 │   8,674 │    2.4% │
│ ~/www/mikelev.in/honeybot.db'                                                                                                                        │        │         │         │
│ .gitignore                                                                                                                                           │  1,991 │   7,415 │    2.1% │
│ ! echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2.  │    874 │   5,128 │    1.4% │
│ TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column                      │        │         │         │
│ ~/www/mikelev.in/honeybot.db' | head -n 22                                                                                                           │        │         │         │
│ /home/mike/repos/trimnoir/_layouts/post.html                                                                                                         │  1,426 │   4,816 │    1.3% │
│ remotes/honeybot/queries/content_neg_agents.sql                                                                                                      │    334 │   1,197 │    0.3% │
│ AUTO: Recent Git Diff Telemetry                                                                                                                      │    242 │   1,077 │    0.3% │
│ remotes/honeybot/queries/trapdoor_ips.sql                                                                                                            │    188 │     676 │    0.2% │
│ remotes/honeybot/queries/format_ratio.sql                                                                                                            │     79 │     275 │    0.1% │
│ .gitattributes                                                                                                                                       │     33 │      76 │    0.0% │
│ AUTO: Static Analysis Diagnostics                                                                                                                    │     11 │      39 │    0.0% │
├──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────┼─────────┼─────────┤
│ TOTAL                                                                                                                                                │ 94,747 │ 360,811 │  100.0% │
└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────┴─────────┴─────────┘
Assembled payload (pre-scrub): 100,509 tokens | 381,160 bytes
🧼 Identity scrub: substitutions=MISSING (/home/mike/.config/pipulate/pii_substitutions.txt) | denylist=MISSING (/home/mike/.config/pipulate/commit_denylist.txt)
🔐 Secrets tripwire: ARMED -- 0 hit(s) in payload.
📦 Canonical QA archive written to /home/mike/pipulate/qamy.ai.zip (sha256=d0798ccdc15f…, members=3)
🗂️  Rotated archive snapshot: qamy.ai_100-d0798ccd.zip (keeping newest 20 of 20)
Markdown output copied to clipboard
(nix) pipulate $ g
_____________________________________________________________________________________________________________________________________________________________________________________

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ echo "--- 1. LOGS.PY SPOOF DETECTOR ---" && rg -n "SPOOF_PREFIX|SPOOF_STYLE|spoof_flip|Cloaking" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22
--- 1. LOGS.PY SPOOF DETECTOR ---
--- 2. TOP 20 MARKDOWN NEGOTIATORS ---
agent                                                                                                                                                                                            total_reads
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------  -----------
Mozilla/5.0 (compatible; ExaSearchBot/1.0; +https://crawler.exa.ai/)                                                                                                                             1261       
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; ShapBot/0.1.0                                                                                                                    581        
Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)                                                                                                                         361        
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; SleepBot/1.0; +http://sleepbot.com/) Chrome/[REDACTED_IP] Safari/537.36                                                               161        
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; KeenableBot/1.0; +https://keenable.ai/)                                                                                           129        
Claude-User (claude-code/*; +https://support.anthropic.com/)                                                                                                                                     99         
llmstxt-radar (+https://holyai.me/llmstxt-radar/)                                                                                                                                                54         
orq-os/1.0 (+https://github.com/leandroecoville-lab; crawler de pesquisa; respeita robots.txt)                                                                                                   28         
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; KeenableBot/1.0; +https://keenable.ai/bot)                                                                                        25         
CorpusBot/1.0 (+https://corpus.blog/crawler)                                                                                                                                                     23         
freeweb-mcp/1.0 (+https://github.com/xenitV1/freeweb)                                                                                                                                            20         
MarkdownWorker/1.0                                                                                                                                                                               11         
axios/1.8.4                                                                                                                                                                                      10         
axios/1.13.6                                                                                                                                                                                     9          
Mozilla/5.0 (compatible; ExaUser/1.0; +https://crawler.exa.ai/exauser)                                                                                                                           7          
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36, Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)        6          
Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html), Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36        5          
Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/[REDACTED_IP] Safari/537.36, Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)  5          
curl/8.10.0                                                                                                                                                                                      4          
llms-txt-research/0.1 (+local OSINT research; polite fetch of public /llms.txt)                                                                                                                  2          
(nix) pipulate $ 

2: AFTER (NEXT CONTEXT):

# # Context 1
# 
# # THE DATA EVERYONE NEEDS
# remotes/honeybot/queries/trapdoor_ips.sql
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/content_neg_agents.sql
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# 
# # THE JEKYLL BLOG LIKE A HACKER (INVENTED SKILL.md & AGENTS.md FORMAT) PUBLISHING PIPELINE
# ~/repos/nixos/blogs.nix
# ~/.config/pipulate/blogs.json
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/build_knowledge_graph.py
# scripts/articles/editing_prompt.txt
# scripts/articles/sanitizer.py
# scripts/articles/contextualizer.py
# scripts/articles/generate_llms_txt.py
# scripts/articles/generate_post_nav.py
# 
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py
# 
# /home/mike/repos/pipulate/remotes/honeybot/queries/all_time_popular_paths.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/content_neg_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/format_ratio.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/health_db_vitals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hot_404_remaps_top.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hub_candidates.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_family.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_rate.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/hydration_selftest.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_404_decay_curve.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_emerging_manifests.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_hostile_dictionary.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_llms_txt.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_markdown_affinity.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_noise_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_phantom_ui.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_sovereign_bots.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_true_404s.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/intel_unknown_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/markdown_routing_metrics.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_diet.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/md_routing_agents.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_totals.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/telemetry_trapdoor_events.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/trapdoor_ips.sql
# /home/mike/repos/pipulate/remotes/honeybot/queries/ua_variants.sql

# # Context 2
# ! echo "--- 1. HERO PROMPT & THUMBNAIL ---" && rg -n "hero_image_prompt|safe zone" scripts/articles/editing_prompt.txt scripts/articles/common.py && echo "--- 2. MARKDOWN NEGOTIATORS SQL & HUD ---" && rg -n "get_markdown_readers|get_content_neg_agents|src=content_neg" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py remotes/honeybot/queries/content_neg_agents.sql && echo "--- 3. STANDBY SOUND ---" && rg -n "MUSIC_FILE|jeopardy|tick\.wav" remotes/honeybot/scripts/stream.py nixops.sh && echo "--- 4. TRIMNOIR LAYOUTS & STATS INJECTOR ---" && rg -n "START STATS|Markdown negotiated|DOM hydration" foo_files.py prompt_foo.py && ls -la /home/mike/repos/trimnoir/_layouts /home/mike/repos/trimnoir/_includes
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# prompt_foo.py
# # foo_files.py
# scripts/articles/publishizer.py
# scripts/articles/common.py
# scripts/articles/articleizer.py
# scripts/articles/editing_prompt.txt
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_config.yml
# flake.nix

# # Context 3
# ! echo "--- 1. OBSERVATORY SYNC & DATA ---" && rg -n "sync_observatory_metrics|START_OBSERVATORY_METRICS" scripts/articles/publishizer.py /home/mike/repos/trimnoir/index.md || true && ls -la /home/mike/repos/trimnoir/_data && echo "--- 2. FORMAT RATIO SQL ---" && cat remotes/honeybot/queries/format_ratio.sql && echo "--- 3. POST & DEFAULT LAYOUTS ---" && cat /home/mike/repos/trimnoir/_layouts/post.html && head -n 120 /home/mike/repos/trimnoir/_layouts/default.html
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/generate_hubs.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# # Context 4
# ! echo "--- 1. OBSERVATORY JSON ---" && cat /home/mike/repos/trimnoir/_data/observatory.json && echo "--- 2. LAYOUTS CHECK ---" && rg -n "observatory-metrics-banner|site\.data\.observatory" /home/mike/repos/trimnoir/_layouts/post.html /home/mike/repos/trimnoir/_layouts/default.html /home/mike/repos/trimnoir/index.md || true
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# ! echo "--- WHO NEGOTIATES MARKDOWN ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# scripts/articles/common.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# /home/mike/repos/trimnoir/_config.yml
# apply.py

# # Context 5
# ! echo "--- 1. LOGS.PY HUD LAYOUT & HEIGHTS ---" && rg -n -C 8 "bottom_split|trap_pane|md_pane|trap_table|md_table|height" remotes/honeybot/scripts/logs.py && echo "--- 2. CLAUDE-CODE ROLLUP & GOOGLEBOT ACCEPT HEADER ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT CASE WHEN ua.value LIKE \"Claude-User (claude-code/%\" THEN \"Claude-User (claude-code/*; +https://support.anthropic.com/)\" ELSE ua.value END AS agent_family, SUM(t.count) AS total_reads, COUNT(DISTINCT ua.id) AS ua_variants FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND ah.value LIKE \"%text/markdown%\" AND p.value LIKE \"%src=content_neg%\" AND i.value NOT LIKE \"127.%\" AND i.value NOT LIKE \"10.%\" AND i.value NOT LIKE \"192.168.%\" GROUP BY agent_family ORDER BY total_reads DESC LIMIT 20;"' && echo "--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ah.value AS accept_hdr, p.value AS path, t.count FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN paths p ON t.path_id = p.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE t.served_md = 1 AND p.value LIKE \"%src=content_neg%\" AND ua.value LIKE \"%Googlebot%\" ORDER BY t.count DESC LIMIT 10;"'
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# apply.py

# # Content 6
# ! echo "--- 1. LOGS.PY HUD CONFIG ---" && rg -n "HUD_TABLE_ROWS|HUD_PANEL_HEIGHT|row-span" remotes/honeybot/scripts/logs.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22
# ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/db.py
# remotes/honeybot/queries/content_neg_agents.sql
# remotes/honeybot/queries/trapdoor_ips.sql
# remotes/honeybot/queries/format_ratio.sql
# scripts/articles/publishizer.py
# /home/mike/repos/trimnoir/index.md
# /home/mike/repos/trimnoir/_layouts/post.html
# /home/mike/repos/trimnoir/_layouts/default.html
# apply.py

# Context 7
! echo "--- 1. LOGS.PY SPOOF DETECTOR ---" && rg -n "SPOOF_PREFIX|SPOOF_STYLE|spoof_flip|Cloaking" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22
! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/trapdoor_ips.sql
remotes/honeybot/queries/format_ratio.sql
scripts/articles/publishizer.py
/home/mike/repos/trimnoir/index.md
/home/mike/repos/trimnoir/_layouts/post.html
/home/mike/repos/trimnoir/_layouts/default.html
foo_files.py

3: CHANGE (PATCHES):

On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean

GIT repo clean. Take BEFORE reading, make CHANGE, record AFTER diff.
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/queries/content_neg_agents.sql'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/db.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/db.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'remotes/honeybot/scripts/logs.py'.
(nix) pipulate $ d
diff --git a/remotes/honeybot/queries/content_neg_agents.sql b/remotes/honeybot/queries/content_neg_agents.sql
index 0836235..f36a557 100644
--- a/remotes/honeybot/queries/content_neg_agents.sql
+++ b/remotes/honeybot/queries/content_neg_agents.sql
@@ -2,6 +2,22 @@ SELECT
     CASE
         WHEN ua.value LIKE 'Claude-User (claude-code/%'
         THEN 'Claude-User (claude-code/*; +https://support.anthropic.com/)'
+        WHEN ua.value LIKE '%Googlebot%'
+         AND i.value NOT LIKE '66.249.%'
+         AND i.value NOT LIKE '64.233.%'
+         AND i.value NOT LIKE '72.14.%'
+         AND i.value NOT LIKE '74.125.%'
+         AND i.value NOT LIKE '108.177.%'
+         AND i.value NOT LIKE '142.250.%'
+         AND i.value NOT LIKE '142.251.%'
+         AND i.value NOT LIKE '172.217.%'
+         AND i.value NOT LIKE '173.194.%'
+         AND i.value NOT LIKE '192.178.%'
+         AND i.value NOT LIKE '207.126.%'
+         AND i.value NOT LIKE '209.85.%'
+         AND i.value NOT LIKE '216.58.%'
+         AND i.value NOT LIKE '216.239.%'
+        THEN '[SPOOFED-IP] ' || ua.value
         ELSE ua.value
     END as agent, 
     SUM(t.count) as total_reads
diff --git a/remotes/honeybot/scripts/db.py b/remotes/honeybot/scripts/db.py
index 2f70ee5..7c001d6 100644
--- a/remotes/honeybot/scripts/db.py
+++ b/remotes/honeybot/scripts/db.py
@@ -307,19 +307,44 @@ class HoneyDB:
         cur.execute(sql)
         return cur.fetchall()
 
+    _GOOGLEBOT_SPOOF_COND = """
+        ua.value LIKE '%Googlebot%'
+        AND i.value NOT LIKE '66.249.%'
+        AND i.value NOT LIKE '64.233.%'
+        AND i.value NOT LIKE '72.14.%'
+        AND i.value NOT LIKE '74.125.%'
+        AND i.value NOT LIKE '108.177.%'
+        AND i.value NOT LIKE '142.250.%'
+        AND i.value NOT LIKE '142.251.%'
+        AND i.value NOT LIKE '172.217.%'
+        AND i.value NOT LIKE '173.194.%'
+        AND i.value NOT LIKE '192.178.%'
+        AND i.value NOT LIKE '207.126.%'
+        AND i.value NOT LIKE '209.85.%'
+        AND i.value NOT LIKE '216.58.%'
+        AND i.value NOT LIKE '216.239.%'
+    """
+
     def get_js_executors(self, limit=20): 
         conn = self.get_conn()
         cur = conn.cursor()
         # We explicitly look for the js_confirm.gif trapdoor.
         # We dropped mathjax and d3.js because they don't prove CAPTCHA execution.
         sql = f"""
-            SELECT ua.value, SUM(logs.count) as total
+            SELECT
+                CASE
+                    WHEN {self._GOOGLEBOT_SPOOF_COND}
+                    THEN '[SPOOFED-IP] ' || ua.value
+                    ELSE ua.value
+                END as agent,
+                SUM(logs.count) as total
             FROM daily_logs logs
+            JOIN ips i ON logs.ip_id = i.id
             JOIN user_agents ua ON logs.ua_id = ua.id
             JOIN paths p ON logs.path_id = p.id
             WHERE p.value LIKE '%js_confirm.gif%'
               {self._BROWSER_FILTER}  /* Apply Noise Filter */
-            GROUP BY ua.id
+            GROUP BY agent
             ORDER BY total DESC
             LIMIT ?
         """
@@ -382,6 +407,8 @@ class HoneyDB:
                 CASE
                     WHEN ua.value LIKE 'Claude-User (claude-code/%'
                     THEN 'Claude-User (claude-code/*; +https://support.anthropic.com/)'
+                    WHEN {self._GOOGLEBOT_SPOOF_COND}
+                    THEN '[SPOOFED-IP] ' || ua.value
                     ELSE ua.value
                 END as agent,
                 SUM(t.count) as total_reads
diff --git a/remotes/honeybot/scripts/logs.py b/remotes/honeybot/scripts/logs.py
index 53218a1..34bd4ec 100644
--- a/remotes/honeybot/scripts/logs.py
+++ b/remotes/honeybot/scripts/logs.py
@@ -31,6 +31,13 @@ HUD_PANEL_HEIGHT = HUD_TABLE_ROWS + 4  # +4 rows for top border, panel title, he
 OFFSCREEN_CONSOLE = Console(force_terminal=True, color_system="truecolor", file=open(os.devnull, "w"), width=100000)
 
 BOT_STYLE = "bold orange1"  # Amazon Orange
+SPOOF_STYLE = "bold red"    # Cloaked / IP-spoofed bot identity
+SPOOF_PREFIX = "[SPOOFED-IP] "
+GOOGLE_IP_PREFIXES = (
+    "66.249.", "64.233.", "72.14.", "74.125.", "108.177.",
+    "142.250.", "142.251.", "172.217.", "173.194.", "192.178.",
+    "207.126.", "209.85.", "216.58.", "216.239.",
+)
 
 try:
     from db import db  # Import our new database singleton
@@ -134,6 +141,7 @@ class SonarApp(App):
     def on_mount(self) -> None:
         self.ua_counter = Counter()
         self.countdown_str = "--:--"
+        self.spoof_flip = False
         self.stream_logs()
         
         # Setup Tables (Now with 3 columns!)
@@ -156,7 +164,11 @@ class SonarApp(App):
         self.set_interval(1, self.update_countdown)
         self.set_interval(5, self.refresh_tables)
 
-    def stylize_agent(self, agent_str):
+    def is_spoofed_bot(self, ip_str, ua_str):
+        """True when a request claims Googlebot from outside Google's crawler IP blocks."""
+        return "Googlebot" in (ua_str or "") and not str(ip_str or "").startswith(GOOGLE_IP_PREFIXES)
+
+    def stylize_agent(self, agent_str, is_spoof=False):
         """Converts a raw UA string into a Rich Text object with highlights."""
         agent_str = agent_str.strip()
         text = Text(agent_str)
@@ -166,36 +178,44 @@ class SonarApp(App):
         if ("Mozilla" in agent_str or "AppleWebKit" in agent_str) and "compatible" not in agent_str:
             text.stylize("dim white")
             
-        # Highlight ANY known bot
+        # Highlight ANY known bot (Red if IP-spoofed, Orange if genuine)
+        hl_style = SPOOF_STYLE if is_spoof else BOT_STYLE
         for bot_name in KNOWN_BOTS:
             if bot_name in agent_str:
-                text.highlight_regex(re.escape(bot_name), BOT_STYLE)
+                text.highlight_regex(re.escape(bot_name), hl_style)
                 
         return text
 
     def extract_and_stylize(self, agent_str):
         """Returns a tuple: (Styled Identity, Dimmed Full String)"""
-        agent_str = agent_str.strip().replace("Mozilla/5.0 ", "")
+        raw = agent_str.strip()
+        is_spoof = raw.startswith(SPOOF_PREFIX)
+        if is_spoof:
+            raw = raw[len(SPOOF_PREFIX):].strip()
+        clean_ua = raw.replace("Mozilla/5.0 ", "")
         
         identity = "Unknown"
         identity_style = "dim white"
         
         # Find the specific Bot Identity
         for bot_name in KNOWN_BOTS:
-            if bot_name in agent_str:
+            if bot_name in clean_ua:
                 identity = bot_name
-                identity_style = "bold orange1"
+                identity_style = SPOOF_STYLE if is_spoof else BOT_STYLE
                 break
+        if is_spoof and getattr(self, "spoof_flip", False):
+            identity = "Cloaking"
                 
-        # Format the outputs
+        # Format the outputs: Raw Signature stays honest to the wire, colored red when spoofed
         id_text = Text(identity, style=identity_style)
-        full_text = Text(agent_str, style="dim green")
+        full_text = Text(clean_ua, style="red" if is_spoof else "dim green")
         
         return id_text, full_text
 
     def refresh_tables(self):
         """Updates both Intelligence tables from DB."""
         if not db: return
+        self.spoof_flip = not getattr(self, "spoof_flip", False)
         
         # 1. Update JS Executors (Left)
         try:
@@ -350,10 +370,11 @@ class SonarApp(App):
         method, path = self.parse_request(data['request'])
         
         ua = data['ua']
+        is_spoof = self.is_spoofed_bot(data.get('ip'), ua)
         
         # 1. Get the base styled text from our helper
         # This handles the dimming of Mozilla AND the regex highlighting of Bots
-        ua_text = self.stylize_agent(ua)
+        ua_text = self.stylize_agent(ua, is_spoof=is_spoof)
         
         # 2. Add the prefix icon manually (since stylize_agent just does text)
         prefix = ""
@@ -362,10 +383,10 @@ class SonarApp(App):
         elif "python" in ua.lower():
             prefix = "🔧 "
         
-        # Check if any known bot is in there to add the Robot Icon
+        # Check if any known bot is in there to add the Robot (or Cloaking) Icon
         for bot_name in KNOWN_BOTS:
             if bot_name in ua:
-                prefix = "🤖 "
+                prefix = "🎭 " if is_spoof else "🤖 "
                 break
 
         # Dynamic styling for the requested path
(nix) pipulate $ m
📝 Committing: feat: Detect and style Googlebot requests as IP-spoofed bots
[main 444b0c7] feat: Detect and style Googlebot requests as IP-spoofed bots
 3 files changed, 77 insertions(+), 13 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 17, done.
Counting objects: 100% (17/17), done.
Delta compression using up to 48 threads
Compressing objects: 100% (8/8), done.
Writing objects: 100% (9/9), 2.14 KiB | 2.14 MiB/s, done.
Total 9 (delta 6), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (6/6), completed with 5 local objects.
To github.com:pipulate/pipulate.git
   e710260..444b0c7  main -> main
(nix) pipulate $ 

Ignition: often “exit”, “nix develop”. Instructions may vary.

It’s funny doing these total infrastructure upgrades for ignitions, but it’s the power of the system right here. This is nixops.

(nix) pipulate $ publish "Flag spoofed Googlebot IPs in red and toggle Cloaking in HUD" --reboot
🚀 [1/5] Payload Delivery: Committing and Pushing /home/mike/repos/trimnoir...
[Again, much not shown here because it no longer adds to the article and I don't think Gemini needs it.]

Well that did it. Good solution. I need to give thought to the actual capabilities I have here with Textual. It’s quite surprising. All the things you described are witnessed by human. I’ll include foo_files.py in the next context for a true article wrap-up with receipts and to-dos and such.

4: PROMPT:

Verify the AFTER receipts for the [SPOOFED-IP] Googlebot detection and Red Googlebot <-> Cloaking toggle in logs.py / db.py / content_neg_agents.sql, and provide the closing synthesis for the article.

5: DELIVERABLE:

Better data on the YouTube show to seed better consulting conversations. Speaking of which, I have some rabbit holes to investigate that very much come to mind now but that will have to be the subject of the next article.

Hop off the ride. This ride’s stated goal is reached – dismount. This is the NOTARY BEAT: the ride ends here, is witnessed here, and is sealed here. Answer all seven beats, briefly:

TL;DR: a short, dry, neutral abstract for the TOP of the published article – written for an unfamiliar reader or AI summarizer who has never seen this system. No hype, no insider handles unexplained.
VERIFY: restate the goal from the top of this article and confirm (or deny) it was met, citing THIS compile’s receipts, not memory. Name any ignition this ride required that never fired – an AFTER tap taken without one is a stale BEFORE wearing the AFTER’s label.
BANK: name everything that graduates – rule, earmark, todo, pin – as SEARCH/REPLACE patch cars against raw source present in THIS context (Target line inside the fence, one car per commit story), deletions included. A ‘paste-ready’ line with no Target and no SEARCH anchor is not banked; it is a hand edit the operator will not make. These BANK cars are the ONLY patches a dismount emits.
DANGLING: what carries forward unbanked? One line each, no essays.
SEED: the context.txt lines (and TODO_SLUGS if narrative context is needed) for the next ride’s first compile.
CLOSING: a closing summary for the BOTTOM of the article – the final take-away, tied to the book’s larger arc where it fits naturally, never forced. Storytelling over inventory.
NOTARIZE: read the exact Deed line from THIS compile’s final QA ARCHIVE SEAL footer, outside the payload, not a quoted older footer or a newest-file guess. It names the input archive, not this later response or the generated Jekyll post. State verification separately: only a verifier receipt naming that archive supports a verified claim; otherwise say not independently verified here. Count this Manifest’s live-command receipts, including failures. Quote only recorded digests, sizes and dates, naming their source; filesystem mtime and fixed ZIP dates are not command timestamps. Do not demand absent wc -c or dated-receipt fields. If the footer is missing, say so; otherwise close with its exact Deed line.

FINALITY: after beat 6, this discussion is CLOSED. Emit NO five-car train, NO probes, NO patches beyond the BANK cars of beat 2, and NO next-turn prompt beyond the SEED lines in beat 4. Any reader or model encountering this article later should treat it as a finished, notarized document – an archive entry, not an open thread.

Gemini 4 Argon High: Context verified.

1. VERIFY

All goals stated at the mount and across the ride’s turns were met and witnessed in this compile’s live receipts, codebase files, and git diff telemetry:

Full-Bleed Hero Banner Prompts & 16:9 Center-Cropped Thumbnails (commits cd343ab):
- scripts/articles/editing_prompt.txt and scripts/articles/common.py were updated to remove the "1200x630 safe zone" instruction that caused image generators to draw decorative frames around hero banners, replacing it with an explicit full-bleed edge-to-edge mandate (filling 100% of the canvas with no borders, no frames, no matting, no margins), and _ensure_yt_studio_thumbnail() now uses max() scaling + center-crop to fill 1280x720 with zero letterbox bars.
Standby Clock Tick Replacing Copyright-Flagged Music (commit cd343ab):
- remotes/honeybot/scripts/stream.py and nixops.sh replaced ~/.local/share/honeybot/jeopardy.wav with the CC0 assets/sounds/tick.wav (645,230 bytes synced to ~/www/mikelev.in/assets/sounds/tick.wav) looping at a 1 Hz cadence (sleep 1) during deploy standby.
Site-Wide Live AI Observatory Telemetry on Homepage & All 1,563+ Posts (pipulate commits d96f205, 8b99a44; trimnoir commits 409f04062, fb7734118):
- sync_observatory_metrics() in scripts/articles/publishizer.py (lines 150–231) writes _data/observatory.json and updates the  block in /home/mike/repos/trimnoir/index.md (lines 14–22), while /home/mike/repos/trimnoir/_layouts/post.html (lines 53–63) and /home/mike/repos/trimnoir/_layouts/default.html (lines 140–162) render and style the banner across every article page.
Strict RFC 9110 Markdown Negotiators Query, +5 Row Tunable HUD (HUD_TABLE_ROWS = 17), Claude-User Version Rollup, and Red Googlebot ↔ Cloaking Spoof Detection (commits cd343ab, d96f205, 392d933, 444b0c7):
- Manifest Live Receipt 1 (! echo "--- 1. LOGS.PY SPOOF DETECTOR ---" ...): Confirms SPOOF_STYLE = "bold red", SPOOF_PREFIX = "[SPOOFED-IP] ", self.spoof_flip, and "Cloaking" are active in remotes/honeybot/scripts/logs.py (lines 34–35, 144, 182, 192–207, 218, 386).
- Manifest Live Receipt 1 (--- 2. TOP 20 MARKDOWN NEGOTIATORS ---): Confirms remotes/honeybot/queries/content_neg_agents.sql (matching db.get_content_neg_agents() in db.py) rolls up 67 distinct Claude-User (claude-code/*; +[https://support.anthropic.com/](https://support.anthropic.com/)) versions to #6 (99 reads) and tags non-Google IPs claiming Googlebot/2.1 as [SPOOFED-IP] Mozilla/5.0 (compatible; Googlebot/2.1; +[http://www.google.com/bot.html](http://www.google.com/bot.html)) (#3 with 361 reads, plus three duplicate-header variants at rows 16–18 with 6, 5, and 5 reads).
- Ignitions: All ignitions (nixops, preview, and publish ... --reboot) were executed and witnessed live on Honeybot by the operator.

2. BANK

(nix) pipulate $

Target: foo_files.py
[[[SEARCH]]]
# --- START RECEIPTS (newest first; cap 20 lines; a line pushed past the cap is deleted, never moved -- git and the rolling pin are the archive) ---
# 2026-10-20 dismount SYNTHETIC TELEPATHY, AMBIGRAM CONSTRAINTS, AND THE KEYLESS YOUTUBE TITLE RADAR (deeds qamy.ai_84-a83158a3.zip through qamy.ai_90-7e4af289.zip; pipulate commits ebc6fbb, caec444, 558754b; Gemini 4 Argon High on every turn):
[[[DIVIDER]]]
# --- START RECEIPTS (newest first; cap 20 lines; a line pushed past the cap is deleted, never moved -- git and the rolling pin are the archive) ---
# 2026-10-20 dismount BARE-METAL AI OBSERVATORY TELEMETRY, RFC 9110 CLAUDE-CODE ROLLUP, AND SPOOFED GOOGLEBOT CLOAKING DETECTION (deeds qamy.ai_91 through qamy.ai_101-c0871e82.zip; pipulate commits cd343ab, d96f205, 8b99a44, 392d933, 444b0c7; trimnoir commits 409f04062, fb7734118; Gemini 4 Argon High on every turn): verified OpenAI JS execution (`OAI-SearchBot/1.4` 1,402 triggers across 25 IPs and `GPTBot/1.3` 425 triggers in top-40 `trapdoor_ips.sql` sample; 5,066 total triggers across 40 non-local IPs) and RFC 9110 `Accept: text/markdown` negotiation (4,283 reads, 0.29% of responses); wired `sync_observatory_metrics()` in `scripts/articles/publishizer.py` to write `_data/observatory.json` and update `index.md`, with site-wide rendering in `_layouts/post.html` and `_layouts/default.html`; fixed hero banner prompt borders in `editing_prompt.txt` and `common.py` (full-bleed 16:9 + center-cropped `1280x720` `yt_thumb_latest.jpg`); replaced `jeopardy.wav` with 1 Hz CC0 `assets/sounds/tick.wav` in `stream.py` and `nixops.sh`; tightened `db.get_content_neg_agents()` and `content_neg_agents.sql` to require `served_md = 1` + `Accept: text/markdown` + non-local IPs, rolled up 67 fragmented `Claude-User (claude-code/*)` point releases to #6 (99 reads), expanded both lower HUD tables in `logs.py` by +5 rows via `HUD_TABLE_ROWS = 17`, and flagged non-Google IPs claiming `Googlebot/2.1` in bold red toggling `Googlebot` <-> `Cloaking` (`# § THE SPOOFED USER-AGENT TRAPDOOR`). WITNESSED: live `observatory.json` + `preview` across 1,563 posts, `[SPOOFED-IP]` at #3 (361 reads) and rows 16-18 (6, 5, 5 reads), `Claude-User (claude-code/*)` at #6 (99 reads), live `publish --reboot` HUD witnessed by operator, Ruff clean, deed qamy.ai_101-c0871e82.zip.
# 2026-10-20 dismount SYNTHETIC TELEPATHY, AMBIGRAM CONSTRAINTS, AND THE KEYLESS YOUTUBE TITLE RADAR (deeds qamy.ai_84-a83158a3.zip through qamy.ai_90-7e4af289.zip; pipulate commits ebc6fbb, caec444, 558754b; Gemini 4 Argon High on every turn):
[[[REPLACE]]]

Target: foo_files.py
[[[SEARCH]]]
# § THE HYDRATION BLOB IS A FREE API (banked 2026-10-20, deed 90) -- Before provisioning OAuth credentials, cloud billing projects, or headless browsers to read public platform metrics, inspect the initial HTTP GET response for inline SPA hydration state (`ytInitialData`, `ytInitialPlayerResponse`, `__NEXT_DATA__`) and decode it with `json.JSONDecoder().raw_decode()`, riding the vendor's own CDN edge cache at zero quota cost.
[[[DIVIDER]]]
# § THE HYDRATION BLOB IS A FREE API (banked 2026-10-20, deed 90) -- Before provisioning OAuth credentials, cloud billing projects, or headless browsers to read public platform metrics, inspect the initial HTTP GET response for inline SPA hydration state (`ytInitialData`, `ytInitialPlayerResponse`, `__NEXT_DATA__`) and decode it with `json.JSONDecoder().raw_decode()`, riding the vendor's own CDN edge cache at zero quota cost.
# § THE SPOOFED USER-AGENT TRAPDOOR (banked 2026-10-20, deed 101) -- Cross-check self-reported crawler User-Agent strings (such as Googlebot) against the vendor's published IP blocks before crediting the identity; keep the raw User-Agent string intact on display for wire honesty while visually flagging subnet mismatches as cloaked traffic.
[[[REPLACE]]]

Target: foo_files.py
[[[SEARCH]]]
# #todo #to-do #earmarks
# - TODO (2026-10-20, HITTAIL 2.0 SOVEREIGN TITLE RADAR):
[[[DIVIDER]]]
# #todo #to-do #earmarks
# - TODO (2026-10-20, HONEYBOT STATION-BREAK DEEP-DIVE REPORTS & HUD ROTATION): Offload deep User-Agent version granularity and IP/ASN forensics into scheduled station-identification `WINDOW` overlays in `forest.py` / `stream.py` (and explore slow-scrolling or family-grouped modes for the lower `logs.py` Textual tables) so the 24/7 HUD stays high-signal without losing early-stage crawler anomaly detection.
# - TODO (2026-10-20, HITTAIL 2.0 SOVEREIGN TITLE RADAR):
[[[REPLACE]]]

3. DANGLING

26 Broken Path Warnings in context.txt: The commented-out # Context 1 block at the top of context.txt still contains 26 /home/mike/repos/pipulate/remotes/... lines (with the stale /repos/ segment); deleting that commented block in context.txt clears all 26 topological integrity warnings.
Google Drive googledocizer.py Transient HTTP 500: During publish "Truth in Markdown" --reboot, Google Drive’s API returned a transient HttpError 500 Internal Error on 2026-10-20-synthetic-telepathy-ambigram-constraints-keyless-youtube-radar.md; the next publish or googledocizer.py --yes --latest will retry it.
Honeybot NixOS 26.05 Option Rename Warnings: remotes/honeybot/nixos/configuration.nix emits four non-fatal evaluation warnings for services.logind.lidSwitch* and services.xserver.displayManager.gdm.* (tracked in foo_files.py).
Station-Identification Deep-Dive Overlays & HUD Scrolling: Moving granular User-Agent version breakdowns and spoofed-IP forensics into forest.py / stream.py station-identification overlays is banked as a TODO above for a dedicated ride.

4. SEED

! echo "--- 1. SPOOFED GOOGLEBOT FORENSICS ---" && ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db "SELECT i.value AS ip, ua.value AS ua, ah.value AS accept_hdr, SUM(t.count) AS hits FROM telemetry t JOIN ips i ON t.ip_id = i.id JOIN user_agents ua ON t.ua_id = ua.id JOIN accept_headers ah ON t.accept_id = ah.id WHERE ua.value LIKE \"%Googlebot%\" AND i.value NOT LIKE \"66.249.%\" GROUP BY i.id, ua.id, ah.id ORDER BY hits DESC LIMIT 20;"'
! echo "--- 2. MARKDOWN ROUTING BREAKDOWN ---" && cat remotes/honeybot/queries/markdown_routing_metrics.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db'
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/db.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/stream.py
remotes/honeybot/queries/content_neg_agents.sql
remotes/honeybot/queries/trapdoor_ips.sql

5. CLOSING

Every major shift in how the web works—from Google encrypting organic search queries into (not provided) in 2011 to the mobile-first responsive transition—started as a tiny fractional reading in raw server logs long before the marketing echo chamber had a name for it. When your site sits behind default CDN caching and client-side analytics tags, those early signals are smoothed out and discarded before you ever see them.

Running a bare-metal origin with two simple instruments—a JavaScript hydration trapdoor (js_confirm.gif) and an RFC 9110 Accept: text/markdown content negotiation route—turns the server itself into a truth detector. In a single afternoon of tightening the queries and expanding the HUD, the raw wire data settled three questions at once: OpenAI’s crawlers (OAI-SearchBot and GPTBot) do execute JavaScript; Anthropic’s Claude-User was hiding in plain sight across 67 auto-updating claude-code point releases; and the third-most-active “Markdown negotiator” on the scoreboard wasn’t Google at all, but stealth scrapers spoofing Googlebot/2.1 whose cover was blown the moment they asked for text/markdown from non-Google IPs. Today that proactive Markdown stream is 0.29% of origin traffic. Watching it tick toward 0.3%, 1%, and 20%—with the receipts printed on every page of the site and streaming live in red, green, and orange—is how you stop reading tea leaves and start enumerating smoking guns.

6. NOTARIZE

Input Archive Deed: Deed: qamy.ai_101-c0871e82.zip (read directly from this compile’s final === QA ARCHIVE SEAL === footer; this names the sealed input archive compiled before this response, not this response or the generated Jekyll post).
Verification Status: Not independently verified here (no python scripts/foo_cartridge.py qamy.ai_101-c0871e82.zip verifier receipt ran inside this compile; the prior turn’s terminal transcript recorded qamy.ai_100-d0798ccd.zip written with sha256=d0798ccdc15f…, members=3).
Manifest Live-Command Receipts: 2 total (0 failures):
1. ! echo "--- 1. LOGS.PY SPOOF DETECTOR ---" && rg -n "SPOOF_PREFIX|SPOOF_STYLE|spoof_flip|Cloaking" remotes/honeybot/scripts/logs.py remotes/honeybot/scripts/db.py || true && echo "--- 2. TOP 20 MARKDOWN NEGOTIATORS ---" && cat remotes/honeybot/queries/content_neg_agents.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' | head -n 22 (0.2760s, 1,049 tokens | 5,858 bytes in Summary / Manifest).
2. ! echo "--- WHO HYDRATES THE DOM ---" && cat remotes/honeybot/queries/trapdoor_ips.sql | ssh honeybot 'sqlite3 -header -column ~/www/mikelev.in/honeybot.db' (2.4571s, 2,886 tokens | 8,674 bytes in Summary / Manifest).
Recorded Payload Measurements (Summary & foo_files.py): 228,870 verified tokens (226,231 summed section tokens), 87,508 words, 876,725 characters, 882,393 UTF-8 bytes; Honeybot telemetry snapshot timestamp recorded in index.md and foo_files.py as 2026-10-20T14:49Z.

Deed: qamy.ai_101-c0871e82.zip

Book Analysis

Ai Editorial Take

The most fascinating discovery in this entry isn’t just that OAI-SearchBot executes JavaScript or that claude-code updates its User-Agent version string almost daily—it is the realization that RFC 9110 content negotiation doubles as a cryptographic-grade behavioral honeytrap for cloaked crawlers. For twenty years, scrapers have spoofed Googlebot/2.1 to bypass rate limits and paywalls, and origin servers had to run reverse-DNS lookups or maintain IP range tables just to spot them. Look closely at Receipt 3 (--- 3. GOOGLEBOT CONTENT_NEG SAMPLE ---) and lines 16–18 of the top-20 negotiators receipt: those scrapers didn’t just lie about their IP address; their HTTP client middleware sloppily appended a second Accept header (text/markdown,text/html;q=0.9...) and a second User-Agent header onto an existing Chrome request, which Nginx concatenated with a comma per RFC 9110 Section 5.3. Because genuine Googlebot from 66.249.*.* does not currently send Accept: text/markdown, the mere act of greedy format negotiation—asking the origin for clean LLM tokens—tricked the cloaked scraper into confessing its true nature before a single IP check was even run.

Bare-metal Nginx wire logs: OAI-SearchBot & GPTBot execute JS (5,066 hits), 67 Claude-Code builds negotiate RFC 9110 Markdown, and spoofed Googlebots turn red.

https://mikelev.in/futureproof/do-ai-crawlers-execute-javascript-rfc9110-cloaked-googlebot/

#EdgeSEO #NixOS

Wide 16:9 full-bleed widescreen cinematic illustration of a dark subterranean observatory workshop with a deep obsidian-slate (#111111) environment extending continuously to all four edges. In the vertically centered foreground, a brass-and-glass spectrograph prism splits an incoming beam of neon-cyan network fiber light into two distinct streams: one stream illuminates a mechanical clockwork mouse trap glowing amber, while the other stream unmasks a red theatrical tragedy mask floating over a glowing green terminal ledger. High-contrast cyan, crimson, and warm brass lighting with graphic-novel ink-and-wash precision. Full-bleed edge-to-edge composition filling 100% of the canvas with no borders, no frames, no matting, no margins, and no text overlays or lettering.

🖼️ YAML Frontmatter Image Override

image:
  path: /assets/images/do-ai-crawlers-execute-javascript-rfc9110-cloaked-googlebot.jpeg
  alt: "A brass spectrograph prism splitting neon-cyan fiber light to reveal a glowing red theatrical mask above a terminal ledger."

Title Brainstorm

Title Option: Do AI Crawlers Execute JavaScript? RFC 9110 Markdown, Claude-Code Rollups, and Cloaked Googlebots
- Filename: do-ai-crawlers-execute-javascript-rfc9110-cloaked-googlebot.md
- Rationale: Targets the exact high-intent question marketers and engineers search for while anchoring the three concrete wire-truth discoveries from the session.
Title Option: Bare-Metal Wire Truth: OpenAI’s JS Trapdoor Hits, 67 Claude-Code Versions, and Spoofed Googlebots
- Filename: bare-metal-wire-truth-openai-js-trapdoor-claude-code-googlebot.md
- Rationale: Highlights the specific quantitative findings from the SQLite telemetry receipts and the contrast between bare-metal observation and CDN-laundered analytics.
Title Option: The 0.29% Smoking Gun: RFC 9110 Markdown Negotiation as a Passive Honeytrap for Cloaked AI Scrapers
- Filename: rfc9110-markdown-negotiation-passive-honeytrap-cloaked-scrapers.md
- Rationale: Focuses on the unexpected security and observability insight that serving RFC 9110 Markdown causes stealth scrapers spoofing Googlebot/2.1 to unmask themselves.
Title Option: From Tea Leaves to Wire Receipts: Surfacing Live AI Crawler Telemetry Across 1,563 Jekyll Pages
- Filename: tea-leaves-to-wire-receipts-live-ai-crawler-telemetry-jekyll.md
- Rationale: Emphasizes the publishing pipeline architecture (sync_observatory_metrics and _data/observatory.json) that turns internal server logs into public proof on every page.

Content Potential And Polish

Core Strengths:
- Provides hard, reproducible SQLite receipts from an unmediated Nginx origin that falsify the widespread industry myth that OpenAI crawlers (OAI-SearchBot/1.4 and GPTBot/1.3) do not execute JavaScript.
- Demonstrates a classic observability debugging arc: tightening the RFC 9110 SQL query initially made Anthropic seem absent, which led directly to discovering 67 fragmented Claude-User (claude-code/2.1.xxx) point releases and unmasking non-Google IPs spoofing Googlebot/2.1.
- Implements a clean, zero-churn Jekyll data architecture (_data/observatory.json + _layouts/post.html + index.md sentinel replacement) that updates live telemetry across 1,563+ articles without dirtying individual post files in git.
Suggestions For Polish:
- In a future follow-up, add an ASN/WHOIS lookup column to the spoofed-Googlebot SQLite query so readers can see which cloud providers or proxy networks are originating the duplicate-header Accept: text/markdown requests.
- Consider adding a secondary breakdown on the homepage banner separating proactive RFC 9110 Accept: text/markdown header negotiation from explicit /llms.txt and rel="alternate" Markdown fetches so human readers can watch each ingestion channel grow independently.

Next Step Prompts

Run an ASN and reverse-DNS forensic query against the non-Google IPs spoofing Googlebot/2.1 in honeybot.db, and build a station-identification overlay card in remotes/honeybot/scripts/forest.py that displays the top cloaked scraper networks during the broadcast loop.
Extend sync_observatory_metrics() in scripts/articles/publishizer.py to include a breakdown of the four Markdown discovery channels (Accept: text/markdown header negotiation, /llms.txt manifest, <link rel="alternate">, and visible a href links) in _data/observatory.json.

📬 Direct Feedback & RFC 9110/9111 Edge Advisory: Have a question on this entry or want a wire-truth audit of your stack? Email Mike directly (miklevin@gmail.com) • Edge SEO & AI-Readiness Consulting • Watch the 24/7 AI-Bot Observatory Live

Setting the Stage: Context for the Curious Book Reader

Technical Journal Entry Begins

🔗 Verified Pipulate Commits:

The most important data you’re going to ignore this week

Portable Context Compilation with Prompt, Context, and Compile

Why CDN and Vendor Analytics Miss Real AI Crawler Traffic

Three Pipeline Fixes: Full-Bleed Hero Art, Strict RFC 9110 SQL, and Clock Ticks

1. Truthing & Vetting the Claims (Wire-Truth vs. Vendor Echo Chamber)

A. Do OpenAI Crawlers Execute JavaScript?

B. Why Vendor “AI Visibility” & Analytics Data Is Skewed

2. Audit of the Three Work Items

5-Car Train

THE AI-EDIT METHOD

Expanding the Textual HUD and Investigating Missing Agents

1. How to Use --reboot (from flake.nix)

2. Verification of the 3 AFTER Receipts

3. Architecture for Live AI Observatory Metrics on MikeLev.in

5-Car Train

THE AI-EDIT METHOD

Deploying Site-Wide AI Observatory Telemetry Across 1,563 Articles

5-Car Train

THE AI-EDIT METHOD

5-Car Train

Catching 67 Claude-Code Releases and Spoofed Googlebot IPs

THE AI-EDIT METHOD

5-Car Train

THE AI-EDIT METHOD

THE AI-EDIT METHOD

1. VERIFY

2. BANK

3. DANGLING

4. SEED

5. CLOSING

6. NOTARIZE

Book Analysis

Ai Editorial Take

🐦 X.com Promo Tweet

🎨 Hero Banner Image Prompt

🖼️ YAML Frontmatter Image Override

Title Brainstorm

Content Potential And Polish

Next Step Prompts

1. How to Use `--reboot` (from `flake.nix`)