The Golden Spike: Automating 1,000 Articles with NPvg
Setting the Stage: Context for the Curious Book Reader
This journal entry captures an important milestone in the evolution of an automated publishing system: the seamless processing and release of Article 1000. It offers an interesting insight into the underlying Nix, Python, Vim, and Git (NPvg) workflow that powers this living book, detailing everything from content distillation to dynamic knowledge graph updates and declarative deployment.
Technical Journal Entry Begins
It’s fun to capture the articleization process as I near the end of the book:
(nix) articles $ xv article.txt
(nix) articles $ python sanitizer.py
⚠️ Secrets file not found at /home/mike/repos/nixos/secrets.nix. Skipping nix-based redaction.
ℹ️ No secrets or exposed IP addresses found. Article is already clean.
(nix) articles $ python articleizer.py -t 1
🎯 Target set via CLI: MikeLev.in (Public)
Calling the Universal Adapter (using gemini-2.5-flash)...
Successfully received response from API.
Successfully parsed JSON instructions.
✅ Instructions saved to 'instructions.json' for future use.
Formatting final Jekyll post...
📅 First post of the day. sort_order set to 1.
✨ Success! Article saved to: /home/mike/repos/trimnoir/_posts/2026-04-04-conceptual-integrity-ai-content-distillation.md
Collect new 404s: python prompt_foo.py assets/prompts/find404s.md --chop CHOP_404_AFFAIR -l [:] --no-tree
(nix) articles $ python publishizer.py -t 1
## The Articleization Journey Begins
🔒 Locked Target: MikeLev.in (Public)
🛤️ Active Pipeline: 8 steps
--- 🏷️ Branding Markdown Files ---
✅ Applied semantic branding to 1 files.
--- 🚀 Step: sanitizer.py ---
⚠️ Secrets file not found at /home/mike/repos/nixos/secrets.nix. Skipping nix-based redaction.
ℹ️ No secrets or exposed IP addresses found. Article is already clean.
✅ sanitizer.py complete (0.06s).
--- 🚀 Step: contextualizer.py ---
/home/mike/repos/pipulate/scripts/articles/contextualizer.py:9: FutureWarning:
All support for the `google.generativeai` package has ended. It will no longer be receiving
updates or bug fixes. Please switch to the `google.genai` package as soon as possible.
See README for more details:
https://github.com/google-gemini/deprecated-generative-ai-python/blob/main/README.md
import google.generativeai as genai
🎯 Target set via CLI: MikeLev.in (Public)
🔍 Scanning /home/mike/repos/trimnoir/_posts...
📝 1 articles need context.
🔑 Switch-on: 'default' | Batch Size: 1
[1/1] Processing: 2026-04-04-conceptual-integrity-ai-content-distillation.md...
↳ Input Tokens: 3942 ... ✅ Saved (1.62s)
✨ Grand Total: 1 articles processed across 1 keys.
✅ contextualizer.py complete (9.62s).
## Contextualization and Graph Construction
--- 🚀 Step: gsc_historical_fetch.py ---
🚀 Starting GSC Historical Dragnet for sc-domain:mikelev.in
📅 Pivot Date (Crash): 2025-04-23
⏳ Fetching last 16 months of data...
[2026-03] Fetching... ✓ 305 pages / 8 clicks
[2026-02] Fetching... ✓ 305 pages / 5 clicks
[2026-01] Fetching... ✓ 509 pages / 119 clicks
[2025-12] Fetching... ✓ 375 pages / 13 clicks
[2025-11] Fetching... ✓ 408 pages / 29 clicks
[2025-10] Fetching... ✓ 317 pages / 29 clicks
[2025-09] Fetching... ✓ 311 pages / 25 clicks
[2025-08] Fetching... ✓ 353 pages / 42 clicks
[2025-07] Fetching... ✓ 335 pages / 61 clicks
[2025-06] Fetching... ✓ 319 pages / 60 clicks
[2025-05] Fetching... ✓ 323 pages / 94 clicks
[2025-04] Fetching... ✓ 271 pages / 1231 clicks
[2025-03] Fetching... ✓ 201 pages / 852 clicks
[2025-02] Fetching... ✓ 108 pages / 293 clicks
[2025-01] Fetching... ✓ 86 pages / 262 clicks
[2024-12] Fetching... ✓ 86 pages / 129 clicks
🧮 Calculating Velocity and Health Scores for 948 unique slugs...
💾 Saved velocity data to /home/mike/repos/pipulate/scripts/articles/gsc_velocity.json
💎 Total Unique Content Nodes Grounded: 948
✅ gsc_historical_fetch.py complete (21.61s).
## Fueling the Graph: GSC Data Integration
--- 🚀 Step: build_knowledge_graph.py ---
🚀 Initializing Cartographer (Unified Graph Builder)...
🎯 Target set via CLI: MikeLev.in (Public)
💎 Loading 1002 shards from /home/mike/repos/trimnoir/_posts/_context...
🧠 Clustering 1001 articles into Canonical Tree...
✅ Generated NavGraph: navgraph.json
✅ Generated D3 Graph: graph.json (1304 nodes)
✅ Generated Sitemaps: Core, Hubs, Branches, and Root Index
✅ build_knowledge_graph.py complete (5.70s).
## Architectural Manifestations: Hubs and Redirects
--- 🚀 Step: generate_llms_txt.py ---
📚 Extracting metadata from: /home/mike/repos/trimnoir/_posts
✅ Successfully generated: /home/mike/repos/pipulate/scripts/articles/llms.txt
✅ generate_llms_txt.py complete (2.58s).
--- 🚀 Step: generate_hubs.py ---
🎯 Target set via CLI: MikeLev.in (Public)
🚀 Generating Hubs for: trimnoir
🧹 Cleaned: /home/mike/repos/trimnoir/pages
🏠 Homepage Include: /home/mike/repos/trimnoir/_includes/home_hub.md
✅ generate_hubs.py complete (0.15s).
--- 🚀 Step: generate_redirects.py ---
🎯 Target set via CLI: MikeLev.in (Public)
🛠️ Forging Nginx map from _raw_map.csv...
🗑️ Dropped Known Noise Probe: /.well-known/security.txt
🗑️ Dropped Known Noise Probe: /.well-known/traffic-advice
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🗡️ Dropping non-directory URL (No trailing slash): /2007/05/dont-be-evil-yet
🧲 Fuzzy-snapped: /futureproof/now-were-cooking/ -> /futureproof/cherry-picking/
🧲 Fuzzy-snapped: /futureproof/generalized-systems/ -> /futureproof/nix-system/
🗡️ Dropping non-directory URL (No trailing slash): /2010/07/bat-file-hide-window-no-console-silent
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🗡️ Dropping non-directory URL (No trailing slash): /2010/08/spinning-off-sites-to-tell-simpler-stories
👻 Dropping AI Hallucination (No match found): /futureproof/three-days-of-daily-journal-meanderings-must-fix-course/
🗑️ Dropped Known Noise Probe: /2012/04/publishing-to-wordpress-from-mercurial-dvcs-with-xml-rpc/
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👻 Dropping AI Hallucination (No match found): /futureproof/trying-to-re-kickstart-my-daily-work-journal/
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🗡️ Dropping non-directory URL (No trailing slash): /blog/alpha-go-in-the-app-store-is-the-bat-signal-i-ve-been-waiting-for
👻 Dropping AI Hallucination (No match found): /futureproof/designing-yamlesque-post-generator-api/
👻 Dropping AI Hallucination (No match found): /futureproof/don-t-listen-to-the-nattering-nabobs-of-the-aipocalypse-and-here-s-why/
👻 Dropping AI Hallucination (No match found): /futureproof/blog-jekyll-minimum-layout-default-html-stripped-down-for-github-pages/
👻 Dropping AI Hallucination (No match found): /futureproof/making-youtube-embeds-100-width-but-fixed-aspect-ratio-height/
👻 Dropping AI Hallucination (No match found): /futureproof/my-first-moz-programming-project-will-be-emailed-screenshots/
👻 Dropping AI Hallucination (No match found): /futureproof/blog-my-technology-predictions-for-2023/
🗑️ Dropped Known Noise Probe: /blog/permission-denied-publickey-fatal-could-not-read-from-remote-repository/
👻 Dropping AI Hallucination (No match found): /futureproof/python-virtual-env-better-than-usr-local-sbin/
⚠️ Dropping artifact URL: /blog/send-email-with-file-att...
🗑️ Dropped Known Noise Probe: /blog/submerging-a-migrated-wordpress-site/
👻 Dropping AI Hallucination (No match found): /futureproof/use-vim-to-keep-one-journal-for-life/
👻 Dropping AI Hallucination (No match found): /futureproof/using-blog-titles-for-filenames/
👻 Dropping AI Hallucination (No match found): /futureproof/what-are-the-main-differences-between-neovim-and-vim/
🗑️ Dropped Known Noise Probe: /blog/what-s-racism-towards-ai-called-ai-bias-algorithmic-bias-speciest/
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🛡️ Protected Living URL (Collision Avoided): /fasthtml/
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🪄 Slug-corrected: /jupyter-notebook/ai-debugging/ai-debugging/ -> /jupyter-notebooks/pipulate/ai-debugging/
🛡️ Protected Living URL (Collision Avoided): /fasthtml/htmx/python/
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👻 Dropping AI Hallucination (No match found): /futureproof/what-are-the-main-differences-between-neovim-and-vim/
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🛡️ Protected Living URL (Collision Avoided): /htmx/fasthtml/fasthtml/
🛡️ Protected Living URL (Collision Avoided): /htmx/fasthtml/ikigai/
🛡️ Protected Living URL (Collision Avoided): /htmx/fasthtml/nixos/
🛡️ Protected Living URL (Collision Avoided): /htmx/pipulate/llm/
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🛡️ Protected Living URL (Collision Avoided): /htmx/vim/
🛡️ Protected Living URL (Collision Avoided): /htmx/vim/ai/
🗡️ Dropping non-directory URL (No trailing slash): /intro
🛡️ Protected Living URL (Collision Avoided): /jekyll/
🛡️ Protected Living URL (Collision Avoided): /jekyll/content-negotiation/ai-native-web/
🛡️ Protected Living URL (Collision Avoided): /jekyll/content-negotiation/content-negotiation/
🛡️ Protected Living URL (Collision Avoided): /jekyll/content-negotiation/pipulate/
🛡️ Protected Living URL (Collision Avoided): /jekyll/content-negotiation/semantic-web/
🛡️ Protected Living URL (Collision Avoided): /jekyll/d3js/
🤖 Dropped LLM Placeholder/Hallucination: /jekyll/htmx/ripgrep/placeholder/
🛡️ Protected Living URL (Collision Avoided): /jekyll/jekyll/ai-readiness/
🛡️ Protected Living URL (Collision Avoided): /jekyll/jekyll/nixos/
🛡️ Protected Living URL (Collision Avoided): /jekyll/jekyll/nixos/cybernetic-feedback-loop/
🛡️ Protected Living URL (Collision Avoided): /jekyll/jekyll/nixos/nixos/
🛡️ Protected Living URL (Collision Avoided): /jekyll/nixos/
🛡️ Protected Living URL (Collision Avoided): /jekyll/nixos/ai-agents/
🛡️ Protected Living URL (Collision Avoided): /jekyll/nixos/ambient-observability/
🛡️ Protected Living URL (Collision Avoided): /jekyll/nixos/passive-fingerprinting/
🛡️ Protected Living URL (Collision Avoided): /jekyll/nixos/triptych-dashboard/
🧲 Fuzzy-snapped: /futureproof/jekyll-python-htmx/ -> /futureproof/fasthtml-python-htmx-ai/
👻 Dropping AI Hallucination (No match found): /futureproof/the-webs-forgotten-nervous-system-how-http-content-negotiation-becomes-your-ai-competitive-moat/
🛡️ Protected Living URL (Collision Avoided): /jekyll/seo/
🛡️ Protected Living URL (Collision Avoided): /jekyll/seo/jekyll/
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👻 Dropping AI Hallucination (No match found): /futureproof/the-wrapper-shim-refactoring-a-live-python-monolith-with-an-ai-architect/
🛡️ Protected Living URL (Collision Avoided): /jupyter-notebooks/
🛡️ Protected Living URL (Collision Avoided): /jupyter-notebooks/htmx/
🛡️ Protected Living URL (Collision Avoided): /jupyter-notebooks/jupyter-notebook/
🛡️ Protected Living URL (Collision Avoided): /jupyter-notebooks/jupyter-notebook/jupyter-notebook/
🛡️ Protected Living URL (Collision Avoided): /jupyter-notebooks/jupyter-notebook/nbformat/
🪄 Slug-corrected: /nix-flakes/local-first/pipulate/ -> /jekyll/content-negotiation/pipulate/
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🧲 Fuzzy-snapped: /futureproof/getting-started-with-nix-flakes/ -> /futureproof/revolutionizing-software-deployment-with-nix-flakes/
🛡️ Protected Living URL (Collision Avoided): /nix/
🗑️ Dropped Known Noise Probe: /nix/ai/pipulate/zero-friction-actuator/
🛡️ Protected Living URL (Collision Avoided): /nix/fasthtml/
👻 Dropping AI Hallucination (No match found): /futureproof/integrating-mcp-giving-my-local-llm-app-the-power-to-act/
🧲 Fuzzy-snapped: /futureproof/getting-started-with-nix-flakes/ -> /futureproof/revolutionizing-software-deployment-with-nix-flakes/
🛡️ Protected Living URL (Collision Avoided): /nixos/nix/python/
🛡️ Protected Living URL (Collision Avoided): /nixos/nixos/ai-agents/
🛡️ Protected Living URL (Collision Avoided): /nixos/nixos/bash-watchdog/
🛡️ Protected Living URL (Collision Avoided): /nixos/openclaw/nixos/
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🗑️ Dropped Known Noise Probe: /owa/auth/logon.aspx
🛡️ Protected Living URL (Collision Avoided): /pipulate/context-engineering/
🛡️ Protected Living URL (Collision Avoided): /pipulate/llm/
🛡️ Protected Living URL (Collision Avoided): /pipulate/llm/nixos/
🛡️ Protected Living URL (Collision Avoided): /pipulate/llm/pipulate/
🛡️ Protected Living URL (Collision Avoided): /pipulate/mcp/
🛡️ Protected Living URL (Collision Avoided): /pipulate/nix/
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🛡️ Protected Living URL (Collision Avoided): /pipulate/nixos/gemini-cli/
🛡️ Protected Living URL (Collision Avoided): /pipulate/pipulate/ai-debugging/
🛡️ Protected Living URL (Collision Avoided): /pipulate/pipulate/ai/
🛡️ Protected Living URL (Collision Avoided): /pipulate/pipulate/nix/
🛡️ Protected Living URL (Collision Avoided): /pipulate/pipulate/pipulate/behavioral-moat/
🛡️ Protected Living URL (Collision Avoided): /pipulate/pipulate/pipulate/cursor-ai/
🛡️ Protected Living URL (Collision Avoided): /pipulate/prompt-engineering/idempotency/
🛡️ Protected Living URL (Collision Avoided): /pipulate/prompt-engineering/prompt-engineering/
🛡️ Protected Living URL (Collision Avoided): /pipulate/prompt-engineering/prompt-fu/contextual-ai/
🗡️ Dropping non-directory URL (No trailing slash): /poetry/occams-razo
🗡️ Dropping non-directory URL (No trailing slash): /profiles
🧲 Fuzzy-snapped: /futureproof/the-center-holds-forever-actualizer-machine-with-lpvg-and-local-ai/ -> /futureproof/the-center-holds-forever-actualizer-machine/
🪄 Slug-corrected: /nix-flakes/nixos/nixos/ -> /jekyll/nixos/nixos/
🪄 Slug-corrected: /seo/seo/python/ -> /jekyll/d3js/python/
🪄 Slug-corrected: /nix-flakes/nix/jekyll/ -> /jekyll/seo/jekyll/
🗡️ Dropping non-directory URL (No trailing slash): /query
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🗡️ Dropping non-directory URL (No trailing slash): /source/2025-11-29-amnesia-feature-orchestrating-nixos-desert-kite-ai-strategy.md
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🗡️ Dropping non-directory URL (No trailing slash): /vpn/index.html
🧹 Pruned and synchronized raw CSV ledger.
✅ Nginx map forged successfully at _redirects.map
✅ generate_redirects.py complete (8.36s).
## The Immutable Ledger: Git Commits
--- 🚀 Step: sanitize_redirects.py ---
🎯 Target set via CLI: MikeLev.in (Public)
🧹 Sanitizing Nginx map: _redirects.map...
✅ Map file is already pristine.
✅ sanitize_redirects.py complete (0.08s).
--- 📦 Syncing Data to Jekyll ---
✅ Synced graph.json -> /home/mike/repos/trimnoir/graph.json
✅ Synced llms.txt -> /home/mike/repos/trimnoir/llms.txt
✅ Synced sitemap-branch-6.xml -> /home/mike/repos/trimnoir/sitemap-branch-6.xml
✅ Synced sitemap-branch-0.xml -> /home/mike/repos/trimnoir/sitemap-branch-0.xml
✅ Synced sitemap-branch-5.xml -> /home/mike/repos/trimnoir/sitemap-branch-5.xml
✅ Synced sitemap.xml -> /home/mike/repos/trimnoir/sitemap.xml
✅ Synced sitemap-branch-4.xml -> /home/mike/repos/trimnoir/sitemap-branch-4.xml
✅ Synced sitemap-branch-2.xml -> /home/mike/repos/trimnoir/sitemap-branch-2.xml
✅ Synced sitemap-hubs.xml -> /home/mike/repos/trimnoir/sitemap-hubs.xml
✅ Synced sitemap-branch-1.xml -> /home/mike/repos/trimnoir/sitemap-branch-1.xml
✅ Synced sitemap-posts.xml -> /home/mike/repos/trimnoir/sitemap-posts.xml
✅ Synced sitemap-core.xml -> /home/mike/repos/trimnoir/sitemap-core.xml
✅ Synced sitemap-branch-3.xml -> /home/mike/repos/trimnoir/sitemap-branch-3.xml
✨ All steps completed successfully in 48.18s.
(nix) articles $
That as all the book-generation stuff that takes place on the offline machine, currently named the Z640 and it’s where Chip Chip O’Theseus lives. Honeybot doesn’t have much running on it in the way of AI except maybe the Piper TTS system that makes it read the articles as it shows the streaming logs on YouTube. Releasing article 1000 to Honeybot looks like this:
[mike@nixos:~/repos/trimnoir]$ git status
On branch main
Your branch is up to date with 'home/main'.
Changes not staged for commit:
(use "git add/rm <file>..." to update what will be committed)
(use "git restore <file>..." to discard changes in working directory)
modified: _includes/home_hub.md
modified: _raw_map.csv
modified: _redirects.map
modified: graph.json
modified: llms.txt
modified: pages/root_0.md
modified: pages/root_0_0.md
modified: pages/root_0_0_0.md
deleted: pages/root_0_0_0_0.md
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deleted: pages/root_0_0_0_4_5.md
deleted: pages/root_0_0_0_5.md
modified: pages/root_0_0_0_6.md
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modified: pages/root_0_0_2.md
deleted: pages/root_0_0_2_0.md
deleted: pages/root_0_0_2_2.md
modified: pages/root_0_0_2_3.md
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modified: pages/root_0_0_3.md
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modified: pages/root_0_0_6.md
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modified: pages/root_0_1_3.md
modified: pages/root_0_2.md
modified: pages/root_0_2_1.md
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Untracked files:
(use "git add <file>..." to include in what will be committed)
_posts/2026-04-04-conceptual-integrity-ai-content-distillation.md
_posts/_context/2026-04-04-conceptual-integrity-ai-content-distillation.json
pages/root_0_0_1_0.md
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no changes added to commit (use "git add" and/or "git commit -a")
[mike@nixos:~/repos/trimnoir]$ git add .
[mike@nixos:~/repos/trimnoir]$ git commit -am "Article 100"
[main 6765deb4] Article 100
413 files changed, 16540 insertions(+), 10591 deletions(-)
create mode 100644 _posts/2026-04-04-conceptual-integrity-ai-content-distillation.md
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rename pages/{root_5_6_3.md => root_6_6_5.md} (53%)
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[mike@nixos:~/repos/trimnoir]$ git push
Enumerating objects: 502, done.
Counting objects: 100% (502/502), done.
Delta compression using up to 48 threads
Compressing objects: 100% (322/322), done.
Writing objects: 100% (322/322), 259.66 KiB | 4.40 MiB/s, done.
Total 322 (delta 206), reused 3 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (206/206), completed with 69 local objects.
remote: 🎯 [Hook] Received Push. Deploying...
remote: Already on 'main'
remote: 🔨 [Hook] Starting Hybrid Build...
remote: [DEPRECATED] Using the `config` command without a subcommand [list, get, set, unset] is deprecated and will be removed in the future. Use `bundle config set build.nokogiri --use-system-libraries` instead.
remote: [DEPRECATED] Using the `config` command without a subcommand [list, get, set, unset] is deprecated and will be removed in the future. Use `bundle config set build.ffi --enable-system-libffi` instead.
remote: [DEPRECATED] Using the `config` command without a subcommand [list, get, set, unset] is deprecated and will be removed in the future. Use `bundle config set build.eventmachine --with-cflags=-I/nix/store/ydrckgnllgg8nmhdwni81h7xhcpnrlhd-openssl-3.6.0-dev/include` instead.
remote: Linux detected. Skipping Neovim setup as it's not needed.
remote: /tmp/nix-shell.WImINI: line 2715: xc: command not found
remote: /tmp/nix-shell.WImINI: line 2716: xcp: command not found
remote: /tmp/nix-shell.WImINI: line 2717: xv: command not found
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 6.821 seconds.
remote: Auto-regeneration: disabled. Use --watch to enable.
remote: 📄 Publishing Source Markdown (Chisel-Strike)...
remote: ✨ Python Scalpel: Successfully dyed 1000 articles in one pass.
remote: 🗺️ Deploying Nginx Redirect Map...
remote: 🔒 [Hook] Fixing Permissions...
remote: ✅ [Hook] Deployment Complete. Site is Live.
To [REDACTED_IP]:~/git/mikelev.in.git
5fb222bd..6765deb4 main -> main
## Honeybot: Live System Activation
[mike@nixos:~/repos/trimnoir]$
And there we go. Article 1000 is published. But I am updating some redirects too:
[mike@nixos:~/repos/trimnoir]$ git --no-pager show -- _raw_map.csv
commit 6765deb43c5da9871491b73b37cf860fcc26eb1c (HEAD -> main, home/main, home/HEAD)
Author: Mike Levin <miklevin@gmail.com>
Date: Sat Apr 4 06:13:16 2026 -0400
Article 100
diff --git a/_raw_map.csv b/_raw_map.csv
index 37091687..f6e6e1f0 100644
--- a/_raw_map.csv
+++ b/_raw_map.csv
@@ -22,6 +22,7 @@
/2006/07/ajax-datagrid-in-hittail-browses-massive-data/,/futureproof/reclaiming-black-river-raw-logs-ai-observability/
/2006/07/the-long-tail/,/futureproof/seo-data-integration-truncation-ml-clustering/
/2006/07/windows-genuine-advantage-make-me-rethink-open-source/,/futureproof/breaking-adobe-tax-software-freedom/
+/2006/09/1310/,/futureproof/the-future-was-now/
/2006/09/copacetic-not-copasetic/,/futureproof/etymological-tapestry-hacker-culture-foo-risc-v/
/2007/04/public-relations-firms-technology/,/futureproof/amazon-manufacturer-disintermediation/
/2007/05/40th-anniversary-of-video-game/,/futureproof/irrepressible-outlier/
@@ -40,6 +41,7 @@
/2007/06/googie-docs-are-the-future/,/futureproof/regex-google-docs-markdown/
/2007/06/iframe-web-attacks-10000-sites/,/futureproof/agentic-crucible-llm-safety-self-healing-web-topologies/
/2007/06/lets-see-how-this-unfolds/,/futureproof/victory-dances-and-rabbit-holes/
+/2007/06/now-were-cooking/,/futureproof/cherry-picking/
/2007/06/plants-with-a-plan-not-so-helpless/,/futureproof/habit-deliberation-ai/
/2007/06/so-pc-safari-is-just-mostly-pointless/,/futureproof/the-future-was-now/
/2007/06/the-anti-apple-gratuitous-bs-has-begun-they-fear-jobs/,/futureproof/reclaiming-the-narrative/
@@ -62,6 +64,7 @@
/2010/02/job-motivation-theory/,/futureproof/the-architects-loophole-love-work-ai/
/2010/02/open-source-future/,/futureproof/open-source-seo-software/
/2010/02/self-help-life-lessons/,/futureproof/resilience-while-achieving-ikigai/
+/2010/03/generalized-systems/,/futureproof/nix-system/
/2010/04/ipad-haters-love-an-oscar-madison-style-mess/feed/,/futureproof/the-center-holds-forever-actualizer-machine/
/2010/04/ipad-magical-commodore-amiga/,/futureproof/the-future-was-now/
/2010/04/the-ipad-is-magical-commodore-amiga/,/futureproof/the-future-was-now/
@@ -1022,14 +1025,12 @@
/fasthtml/fasthtml/css-refactoring/,/futureproof/refactoring-ai-css-cleanup/
/fasthtml/fasthtml/fastapi/,/futureproof/fasthtml-fastapi-llm-over-training/
/fasthtml/fasthtml/internet-as-database/,/futureproof/6-click-ease-to-serve-up-bacon/
-/fasthtml/fasthtml/minidataapi/,/futureproof/fasthtml-sortablejs-todo/
/fasthtml/htmx/ai-debugging/,/futureproof/debugging-asynchronous-htmx-ai.md/
-/fasthtml/htmx/debugging/,/jupyter-notebook/ai-debugging/ai-debugging/
+/fasthtml/htmx/debugging/,/jupyter-notebooks/pipulate/ai-debugging/
/fasthtml/htmx/local-first/,/futureproof/radical-simplicity-local-first/
/fasthtml/htmx/nix/,/futureproof/web-app-fasthtml-htmx/
/fasthtml/htmx/pipeline-workflow/,/futureproof/unix-pipelines-htmx-fasthtml-workflow/
/fasthtml/htmx/prompt-engineering/,/futureproof/fasthtml-htmx-unix-pipes/
-/fasthtml/htmx/python/,/futureproof/python-ai-juggernaut-web-development/
/fasthtml/htmx/reactive-ui/,/futureproof/htmx-reactive-ui-case-study/
/fasthtml/htmx/rich/,/futureproof/python-rich-widgets-fasthtml-htmx/
/fasthtml/htmx/wet-coding/,/futureproof/wet-code-ai-native-development/
@@ -1037,14 +1038,12 @@
/fasthtml/llm/llm-optics-engine/,/futureproof/llm-optics-engine-refracting-web-ai/
/fasthtml/llm/ollama/,/futureproof/ollama-websocket-chat/
/fasthtml/llm/sse/,/futureproof/deep-debugging-llm-ghost/
-/fasthtml/local-first/,/futureproof/radical-simplicity-local-first/
/fasthtml/local-llm/,/futureproof/local-llm-web-framework-integration-plan/
/fasthtml/mcp/,/futureproof/fasthtml-anywidget-host/
/fasthtml/minidataapi/,/futureproof/minidataapi-spec-xtra-tutorial/
/fasthtml/minidataapi/fasthtml/,/futureproof/fastlite-todo-app/
/fasthtml/minidataapi/plugin-architecture/,/futureproof/python-plugin-architectures/
/fasthtml/minidataapi/python/,/futureproof/minidataapi-spec-xtra-tutorial/
-/fasthtml/nix-flakes/,/futureproof/nix-fasthtml-flake/
/fasthtml/nix/,/futureproof/nix-fasthtml-flake/
/fasthtml/nix/ai/,/futureproof/nix-fasthtml-flake/
/fasthtml/nix/htmx/,/futureproof/python-nix-htmx-ollama/
@@ -1127,6 +1126,7 @@
/gemini-cli/,/futureproof/cursor-to-gemini-cli-future-proof-workflow/
/geoserver/web/,/futureproof/multiple-passes/
/gimpandinkscape/,/futureproof/linux-gnome-jekyll-image-workflow/
+/git-diff/,/futureproof/ai-edit-code-diff/
/git/,/futureproof/git-cherry-picking/
/git/cursor-ai/,/futureproof/cursor-rules-project-workspace-git-solution/
/git/cursor-ai/ai-agents/,/futureproof/agentic-coding-wrangling-ai-assistants/
@@ -1184,6 +1184,7 @@
/htmx/asgi/sortablejs/,/futureproof/fasthtml-sortablejs-todo/
/htmx/browser-automation/http-headers/,/futureproof/beyond-dom-capturing-full-web-context-selenium-automation/
/htmx/browser-automation/selenium-wire/,/futureproof/selenium-wire-html-header-capture-coding-log/
+/htmx/browser-automation/unix-philosophy/,/futureproof/unix-bedrock-acceleration-ai/
/htmx/browser-automation/webdriver-bidi/,/futureproof/google-ai-moat-browser-agents-data-capture/
/htmx/fastapi/fastapp/,/futureproof/fastlite-todo-app/
/htmx/fastapi/htmx/,/futureproof/pattern-alert-this-is-not-fastapi/
@@ -1196,15 +1197,12 @@
/htmx/fasthtml/css-refactoring/,/futureproof/css-fasthtml-ast-helper-scripts-python/
/htmx/fasthtml/debugging/,/futureproof/fasthtml-htmx-javascript-rendering/
/htmx/fasthtml/fastapp/,/futureproof/fast-html-framework-opinions/
-/htmx/fasthtml/fasthtml/,/futureproof/fasthtml-hello-world/
/htmx/fasthtml/html-over-the-wire/,/futureproof/html-over-the-wire/
/htmx/fasthtml/htmx/,/futureproof/fasthtml-htmx-javascript-rendering/
-/htmx/fasthtml/ikigai/,/futureproof/force-multiplying-ikigai-in-ai-age/
/htmx/fasthtml/internet-as-database/,/futureproof/6-click-ease-to-serve-up-bacon/
/htmx/fasthtml/llm-code-analysis/,/futureproof/llm-code-analysis-test/
/htmx/fasthtml/llm-optics-engine/,/futureproof/llm-optics-forever-machine-ai-ready-web-semantics/
/htmx/fasthtml/markdown-streaming/,/futureproof/websockets-stream-incremental-markdown/
-/htmx/fasthtml/nixos/,/futureproof/fasthtml-htmx-llm/
/htmx/fasthtml/ollama/,/futureproof/how-to-train-your-llm/
/htmx/fasthtml/pandas/,/futureproof/automate-content-gap-analysis-pandas-jupyter/
/htmx/fasthtml/pipeline-architecture/,/futureproof/pipeline-to-completion/
@@ -1274,6 +1272,7 @@
/htmx/htmx/nixos/,/futureproof/topological-healer-ai-automated-redirects/
/htmx/htmx/one-card-flow/,/futureproof/one-card-flow/
/htmx/htmx/pipeline-workflow/,/futureproof/pipeline-workflow/
+/htmx/htmx/pipulate-widgets/,/futureproof/refining-pipulate-widgets-ux-ai-collaboration/
/htmx/htmx/pipulate/atp/,/futureproof/6-click-ease-to-serve-up-bacon/
/htmx/htmx/pipulate/atp/atp/,/futureproof/out-of-steam-adenosine/
/htmx/htmx/pipulate/atp/management-engine-me/,/futureproof/ime-mse-psp-tee-sep/
@@ -1301,6 +1300,7 @@
/htmx/htmx/workflow-automation/,/futureproof/htmx-pipelines-persistent-state/
/htmx/jekyll/404-error/,/futureproof/the-topological-healer-ai-driven-nginx-redirects-dynamic-site-architectures/
/htmx/jekyll/fasthtml/htmx/,/futureproof/html-over-the-wire/
+/htmx/jekyll/fasthtml/prompt-engineering/,/futureproof/taming-the-amnesiac-genie-precision-context-engineering-for-fasthtml-with-ai/
/htmx/jekyll/git/,/futureproof/nixos-jekyll-git-push-self-hosted-deployment/
/htmx/jekyll/liquid-templating/,/futureproof/jekyll-nix-flakes-mathjax-liquid-templates/
/htmx/jekyll/ripgrep/,/futureproof/grep-ripgrep-command-line-refactoring/
@@ -1340,9 +1340,11 @@
/htmx/local-first/pipulate/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
/htmx/local-first/server-side-state/,/futureproof/htmx-pipelines-persistent-state/
/htmx/local-first/workflow-automation/,/futureproof/future-proof-automation-core/
+/htmx/localhost/python/,/futureproof/pipeline-workflow-example/
/htmx/mcp/,/futureproof/python-mcp-server-example/
/htmx/minidataapi/plugin-architecture/,/futureproof/python-plugin-architectures/
/htmx/minidataapi/python/,/futureproof/unpacking-fasthtml-databases/
+/htmx/nix-flakes/,/futureproof/nix-fasthtml-flake/
/htmx/nix/local-llm/,/futureproof/python-nix-htmx-ollama/
/htmx/nix/wet-coding/,/futureproof/wet-coding-fearless-refactoring-python-tokenizer/
/htmx/ollama/,/futureproof/ollama-websocket-chat/
@@ -1350,16 +1352,19 @@
/htmx/ollama/llm-code-analysis/,/futureproof/llm-code-analysis-test/
/htmx/ollama/ollama/,/futureproof/ollama-websocket-chat/
/htmx/ollama/python/,/futureproof/fasthtml-htmx-llm/
+/htmx/pipulate/accessibility-tree/,/futureproof/webs-evolving-eyes-mobilegeddon-ais-accessibility-tree/
/htmx/pipulate/ai-context-engineering/,/futureproof/poof-principle-ai-context-engineering/
/htmx/pipulate/ai-workflows/,/futureproof/fasthtml-htmx-ai-workflows/
/htmx/pipulate/asynchronous/,/futureproof/debugging-asynchronous-htmx-ai.md/
/htmx/pipulate/cross-platform-ux/,/futureproof/seamless-ux-unifying-multi-platform-keyboard-shortcuts/
+/htmx/pipulate/fasthtml/,/futureproof/web-app-fasthtml-htmx/
/htmx/pipulate/fasthtml/amiga/,/futureproof/demo-json-codex-pipulate-atomic-proof/
/htmx/pipulate/fasthtml/atp/,/futureproof/out-of-steam-adenosine/
/htmx/pipulate/fasthtml/atp/atp/,/futureproof/out-of-steam-adenosine/
/htmx/pipulate/fasthtml/atp/management-engine-me/,/futureproof/ime-mse-psp-tee-sep/
/htmx/pipulate/fasthtml/atp/ucp/,/futureproof/productizing-technical-independence-ucp-ai-agents/
/htmx/pipulate/fasthtml/foss/,/futureproof/open-source-seo-software/
+/htmx/pipulate/fasthtml/gbekli-tepe/,/futureproof/echoes-of-gobekli-tepe-ai-buffalo-jump-abundance/
/htmx/pipulate/fasthtml/lisp/,/futureproof/lisp-ai-soul-persistent-state/
/htmx/pipulate/fasthtml/minidataapi/,/futureproof/minidataapi-spec-xtra-tutorial/
/htmx/pipulate/fasthtml/rich-library/,/futureproof/python-rich-widgets-fasthtml-htmx/
@@ -1367,13 +1372,10 @@
/htmx/pipulate/htmx/,/futureproof/is-fasthtml-any-good/
/htmx/pipulate/htmx/fasthtml/,/futureproof/python-htmx-llm-seo/
/htmx/pipulate/htmx/htmx/,/futureproof/fasthtml-htmx-javascript-rendering/
-/htmx/pipulate/llm/,/futureproof/fasthtml-htmx-llm/
/htmx/pipulate/llm/ambient-intelligence/,/futureproof/llm-as-ambient-app-intelligence/
/htmx/pipulate/llm/content-delivery/,/futureproof/honeybots-self-healing-stream-watchdog-commercial-break/
-/htmx/pipulate/llm/llm/,/futureproof/ai-stress-test/
/htmx/pipulate/llm/refactoring/,/futureproof/script-driven-refactoring-pipulate/
/htmx/pipulate/nix-flakes/pipulate/,/futureproof/python-nix-htmx-ollama/
-/htmx/pipulate/nixos/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
/htmx/pipulate/nixos/code-as-truth/,/futureproof/code-is-truth-actuator-ai/
/htmx/pipulate/nixos/developer-craft/,/futureproof/the-vigilant-rabbit-tech-craftsmanship/
/htmx/pipulate/nixos/living-readme/,/futureproof/living-readme-narrative-architecture/
@@ -1419,7 +1421,6 @@
/htmx/python/llm/,/futureproof/fasthtml-htmx-llm/
/htmx/python/minidataapi/,/futureproof/unpacking-fasthtml-databases/
/htmx/python/moviepy/,/futureproof/the-no-gooey-way-sirens-song-articulate-ape/
-/htmx/python/nix/,/futureproof/levinix-no-problem-ai-native-apps/
/htmx/python/pipulate/,/futureproof/pipulate-full-stack-python-htmx-durable-state/
/htmx/python/plugin-architecture/,/futureproof/python-plugin-architectures/
/htmx/python/python-packaging/,/futureproof/forging-the-chameleon-python-packaging-history/
@@ -1428,6 +1429,7 @@
/htmx/python/streaming/,/futureproof/chunk-yielding-generator/
/htmx/python/web-development/,/futureproof/is-fasthtml-any-good/
/htmx/python/wet-code/,/futureproof/wet-code-dry-interfaces-ai-unified-cli/
+/htmx/python/wet-coding/,/futureproof/wet-blueprint-ai-coding-philosophy/
/htmx/refactoring/,/futureproof/ai-generated-refactoring-advice/
/htmx/server-side-state/,/futureproof/fasththml-websockets-database/
/htmx/sse/,/futureproof/sse-watchdog-force-live-reload/
@@ -1436,8 +1438,6 @@
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/htmx/vim/google-gemini/,/futureproof/giving-gemini-advanced-a-try/
/htmx/vim/vim-macros/,/futureproof/vim-macro-to-lua/
/htmx/web-framework/,/futureproof/fast-html-framework-opinions/
@@ -1475,7 +1475,6 @@
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/jekyll-7/,/futureproof/jekyll-front-matter-seo-social-metadata-guide/
/jekyll-front-matter/,/futureproof/jekyll-front-matter-seo-social-metadata-guide/
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/jekyll/ai-agents/,/futureproof/rise-of-agent-experience-ax-unmasking-bots-data-demands/
/jekyll/ai-agents/accessibility-tree/,/futureproof/webs-evolving-eyes-mobilegeddon-ais-accessibility-tree/
/jekyll/ai-agents/agentic-web/,/futureproof/rise-of-agent-experience-ax-unmasking-bots-data-demands/
@@ -1538,22 +1537,19 @@
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/jekyll/botify-api/api-key-validation/,/futureproof/api-key-validation-architectural-exorcism-silent-failures/
/jekyll/botify-api/botify-api/,/futureproof/figuring-out-a-complex-api/
+/jekyll/botify-api/domain-expertise/,/futureproof/hoarded-expertise-automated-insights-data-workflows/
/jekyll/botify-api/gemini-api/,/futureproof/ai-education-model-memory-bot-intel-cryptographic-provenance/
/jekyll/botify-api/google-search-console/,/futureproof/top-keywords-per-page/
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/jekyll/botify-api/pandas/,/futureproof/practicing-botify-api/
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/jekyll/content-negotiation/ai-ready-web/navgraph/,/futureproof/navgraph-blueprint-ai-friendly-site-hierarchy/
/jekyll/content-negotiation/ai-ready-web/python-pragmatism/,/futureproof/python-pragmatism-ai-optimized-web/
/jekyll/content-negotiation/ai-redirects/,/futureproof/ai-dual-layer-web-agentic-content-negotiation/
/jekyll/content-negotiation/ai-web-infrastructure/,/futureproof/python-pragmatism-ai-optimized-web/
/jekyll/content-negotiation/ambient-observability/,/futureproof/fish-tank-principle-ambient-observability-for-ai-agents/
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/jekyll/content-negotiation/llmo/,/futureproof/llmo-semantic-gravity-bot-first-web/
-/jekyll/content-negotiation/pipulate/,/futureproof/the-invisible-handshake-http-content-negotiation-llmo/
-/jekyll/content-negotiation/semantic-web/,/futureproof/the-ai-ready-web-building-landing-strips-for-intelligent-agents/
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@@ -1568,6 +1564,7 @@
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/jekyll/git/ripgrep/,/futureproof/git-branch-takeover-promote-feature-branch.md/
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/jekyll/google-search-console-api/gemini-api/,/futureproof/google-search-console-api-python/
/jekyll/google-search-console-api/google-search-console-api/,/futureproof/google-search-console-api-python/
@@ -1611,7 +1608,7 @@
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/jekyll/jekyll/ai-bots/,/futureproof/spotting-ai-bots-user-agent-analysis/
-/jekyll/jekyll/ai-readiness/,/futureproof/ai-readiness-web-stack-control/
+/jekyll/jekyll/ai-publishing/,/futureproof/the-sovereign-pivot-decoupling-ai-publishing-with-a-master-switch/
/jekyll/jekyll/ai/ai-overviews/,/futureproof/from-ad-hoc-scripts-to-scalable-apps-deliverable-lifecycle/
/jekyll/jekyll/ai/automaticity/,/futureproof/human-mastery-automaticity-ai-learning-energy/
/jekyll/jekyll/ai/behavioral-moat/,/futureproof/behavioral-moat-vibe-to-verification/
@@ -1632,6 +1629,7 @@
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/jekyll/jekyll/data-engineering/botify/,/futureproof/seo-python-data-engineering-workflow/
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/jekyll/jekyll/data-engineering/structured-data/,/futureproof/uncompressible-truth-dirty-paths-canonical-keys-data-pipelines/
/jekyll/jekyll/fasthtml/404-error/,/futureproof/the-topological-healer-ai-driven-404-management-blueprint/
/jekyll/jekyll/fasthtml/attention-economy/,/futureproof/zero-sum-attention-sovereign-tools-gapalyzer-hardening/
@@ -1696,13 +1694,10 @@
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/jekyll/jekyll/minidataapi/ucp/,/futureproof/productizing-technical-independence-ucp-ai-agents/
/jekyll/jekyll/navgraphjson/,/futureproof/automating-jekyll-hub-pages-navgraph/
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/jekyll/jekyll/nixos/ikigai/,/futureproof/resilience-while-achieving-ikigai/
/jekyll/jekyll/nixos/llm/,/futureproof/llmectomy-ai-agnosticism-nixos-python/
-/jekyll/jekyll/nixos/nixos/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
/jekyll/jekyll/nixos/urlinspector/,/futureproof/urlinspector-pole-vaulting-mental-blocks-ai-first-web/
/jekyll/jekyll/nixos/vertical-integration/,/futureproof/googles-ai-moat-articulate-apes-higher-leverage-disruption/
/jekyll/jekyll/pandas/data-pivots/,/futureproof/mastering-data-pivots-with-python/
@@ -1751,7 +1746,6 @@
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/jekyll/nixos/accessibility-tree/,/futureproof/webs-evolving-eyes-mobilegeddon-ais-accessibility-tree/
/jekyll/nixos/agentic-web/,/futureproof/uncompressible-agentic-web/
-/jekyll/nixos/ai-agents/,/futureproof/agentic-ai-code-refactoring-experiment/
/jekyll/nixos/ai-education-monitor/,/futureproof/from-raw-logs-to-ai-education-the-intelligence-monitor/
/jekyll/nixos/ai-publishing/,/futureproof/ai-content-pipeline-migration-trimnoir-refactor/
/jekyll/nixos/ai-ready-web/,/futureproof/the-ai-ready-web-building-landing-strips-for-intelligent-agents/
@@ -1763,7 +1757,6 @@
/jekyll/nixos/ai-ready-web/semantic-navigation/,/futureproof/agent-first-design-semantic-navigation/
/jekyll/nixos/ai-redirects/,/futureproof/self-healing-ai-404-redirects-nginx-nixos/
/jekyll/nixos/ai/,/futureproof/cybernetic-aquarium-log-visualization-textual-nixos/
-/jekyll/nixos/ambient-observability/,/futureproof/observing-the-agentic-web-honeybots-fishtank-telemetry/
/jekyll/nixos/awk/pandas-dataframe/,/futureproof/automate-content-gap-analysis-pandas-jupyter/
/jekyll/nixos/bigram-jaccard-similarity/,/futureproof/semantic-data-probe-ai-ghost-variations/
/jekyll/nixos/bigram-jaccard-similarity/dns/,/futureproof/semantic-data-probe-ai-ghost-variations/
@@ -1789,7 +1782,6 @@
/jekyll/nixos/nixos/voice-synthesis/,/futureproof/chip-otheseus-digital-sovereignty-forever-machine-voice/
/jekyll/nixos/pandas/,/futureproof/digital-sovereignty-pandas-nix-ai-blueprint/
/jekyll/nixos/pandas/data-workflows/,/futureproof/human-ai-collaboration-data-workflows-repl-kmeans/
-/jekyll/nixos/passive-fingerprinting/,/futureproof/accidental-turing-test-bot-intent/
/jekyll/nixos/pipulate/ai-agents/,/futureproof/openclaw-nixos-local-ai-sovereignty/
/jekyll/nixos/pipulate/ai-readability/,/futureproof/web-cleanup-ai-readability-htmx/
/jekyll/nixos/pipulate/aie/,/futureproof/pipulate-aie-multi-platform-validation/
@@ -1801,7 +1793,6 @@
/jekyll/nixos/textual-tui/infinity-loop/,/futureproof/forging-the-perpetual-narrative-engine-infinite-web-log-stream-for-ai-bot-observation/
/jekyll/nixos/textual-tui/javascript-captcha/,/futureproof/javascript-captcha-unmasking-ai-bots/
/jekyll/nixos/textual/,/futureproof/cybernetic-aquarium-log-visualization-textual-nixos/
-/jekyll/nixos/triptych-dashboard/,/futureproof/triptych-dashboard-bot-intent/
/jekyll/nixos/urlinspector/ai-training-data/,/futureproof/urlinspector-pole-vaulting-mental-blocks-ai-first-web/
/jekyll/nixos/urlinspector/client-side-data/,/futureproof/google-ai-moat-browser-agents-data-capture/
/jekyll/nixos/urlinspector/urlinspector/,/futureproof/urlinspector-pole-vaulting-mental-blocks-ai-first-web/
@@ -1863,6 +1854,7 @@
/jekyll/python/google-gemini/,/futureproof/cracking-google-gemini-hidden-20-rpd-free-tier-limit-python/
/jekyll/python/google-search-console-api/,/futureproof/google-search-console-api-python/
/jekyll/python/google-search-console-api/google-gemini/,/futureproof/google-search-console-api-python/
+/jekyll/python/htmx/,/futureproof/fasthtml-python-htmx-ai/
/jekyll/python/htmx/gapalyzer/,/futureproof/gapalyzer-mvp-excel-automation-ai-precision/
/jekyll/python/htmx/hacker-culture/,/futureproof/etymological-tapestry-hacker-culture-foo-risc-v/
/jekyll/python/htmx/htmx/,/futureproof/fasthtml-htmx-mastering-html-boolean-reality-ui-control/
@@ -1898,10 +1890,10 @@
/jekyll/python/tech-churn/,/futureproof/the-bedrock-and-the-dazzle/
/jekyll/python/vim-regex/,/futureproof/vim-regex-google-docs-markdown-cleanup/
/jekyll/python/vim/,/futureproof/thinking-in-vim-futureproof-philosophy/
+/jekyll/rule-of-7/ai-automation/,/futureproof/ai-workflow-blueprint-pipulate-funnel/
/jekyll/rule-of-7/ai/,/futureproof/ai-driven-web-hierarchy-d3-rule-of-7/
/jekyll/rule-of-7/bigram-jaccard-similarity/,/futureproof/semantic-data-probe-ai-ghost-variations/
/jekyll/rule-of-7/information-architecture/,/futureproof/magic-rolling-pin-ai-navigation/
-/jekyll/seo/,/futureproof/future-proof-seo-nix/
/jekyll/seo/agentic-ai/,/futureproof/the-audacious-bot-ai-agents-must-show-up-on-modern-web/
/jekyll/seo/ai-code-assist/,/futureproof/ai-code-assist-acceleration-scope/
/jekyll/seo/ai-ia/,/futureproof/ai-ia/
@@ -1910,7 +1902,6 @@
/jekyll/seo/content-strategy/,/futureproof/static-site-generator-ai-content-strategy/
/jekyll/seo/home-hosting/,/futureproof/home-hosting-bots-seo-signals-google-dominance/
/jekyll/seo/javascript-seo/,/futureproof/javascript-seo-for-orphaned-products-a-tactical-pivot/
-/jekyll/seo/jekyll/,/futureproof/nixos-jekyll-git-push-self-hosted-deployment/
/jekyll/seo/llm/,/futureproof/future-of-seo-llm/
/jekyll/seo/nix-flakes/,/futureproof/future-proof-seo-nix/
/jekyll/seo/ollama/,/futureproof/local-ai-war-google-vs-openai/
@@ -1948,6 +1939,7 @@
/jupyter-notebook-5/,/futureproof/jupyter-nix-flake/
/jupyter-notebook-6/,/futureproof/jupyter-nix-flake/
/jupyter-notebook-7/,/futureproof/jupyter-notebooks-fasthtml/
+/jupyter-notebook/,/futureproof/colab-vs-local-jupyter/
/jupyter-notebook/ai-agents/,/futureproof/pipulates-ghost-driver-causal-fidelity-ai-test-automation/
/jupyter-notebook/ai-assisted-refactoring/web-scraping/,/futureproof/refining-web-scraping-pipulate-browser-automation/
/jupyter-notebook/ai-coding-assistant/,/futureproof/ai-coding-assistant-python-helpers/
@@ -2027,6 +2019,7 @@
/jupyter-notebook/git-reset/ai-assisted-debugging/,/futureproof/ai-assisted-debugging-git-archeology/
/jupyter-notebook/git-reset/ai-collaboration/,/futureproof/git-reset-ai-recovery-gambit/
/jupyter-notebook/git-reset/ai-debugging/,/futureproof/ai-workflow-debugging-git-reset/
+/jupyter-notebook/git-reset/ai-workflows/,/futureproof/ai-workflow-debugging-git-reset/
/jupyter-notebook/git-reset/git-main-branch-takeover/,/futureproof/git-main-branch-takeover-repo-gardening/
/jupyter-notebook/git-reset/git/,/futureproof/git-reset-ai-recovery-gambit/
/jupyter-notebook/git-reset/pipulate/,/futureproof/git-reset-ai-recovery-gambit/
@@ -2216,6 +2209,7 @@
/jupyter-notebook/pipulate/nix/jupyter-notebook/,/futureproof/jupyter-notebook-pipulate-workflow/
/jupyter-notebook/pipulate/nix/nix/,/futureproof/local-ai-workflows-jupyter-nix/
/jupyter-notebook/pipulate/nix/pipulate/,/futureproof/theres-no-home-like-nix/
+/jupyter-notebook/pipulate/pipulate/,/futureproof/pipulate-ai-sausage-factory-persistent-notebooks/
/jupyter-notebook/pipulate/pipulate/jupyter-notebooks/,/futureproof/jupyter-notebook-pipulate-workflow/
/jupyter-notebook/pipulate/pipulate/novideo/,/futureproof/novideo-pandas-post-analog-video-age-40-year-cycle/
/jupyter-notebook/pipulate/pipulate/pipulate/,/futureproof/notebook-to-web-app/
@@ -2248,6 +2242,7 @@
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/jupyter-notebook/python/web-scraping/,/futureproof/automating-web-data-extraction-ai-insights-pipulate/
/jupyter-notebook/python/workflow-factory/,/futureproof/workflow-factory-emergent-modularity/
+/jupyter-notebook/refactoring/,/futureproof/externalizing-notebook-logic-the-chisel-the-sauce-and-ai-context/
/jupyter-notebook/refactoring/ai-architect/,/futureproof/refactoring-python-monolith-ai-wrapper-shim/
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/jupyter-notebook/refactoring/ai-shim/,/futureproof/refactoring-tao-of-the-mulligan/
@@ -2321,6 +2316,7 @@
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/jupyter-notebooks/ai-debugging/ai-collaboration/,/futureproof/ai-vs-ai-collaborative-debugging-triumph/
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@@ -2341,21 +2337,18 @@
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/jupyter-notebooks/jupyter-notebook/ai-collaboration/,/futureproof/ai-orchestra-reproducible-human-ai-development/
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/jupyter-notebooks/jupyter-notebook/gitattributes/,/futureproof/cleaning-noteboook-cell-output-git/
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@@ -2434,6 +2427,7 @@
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/jupyter-notebooks/refactoring/prompt-fu/,/futureproof/upgrading-prompt-fu-ai-self-correction-checklist/
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@@ -2442,6 +2436,7 @@
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/life/,/futureproof/personal-philosophy-purpose-play-resilience-age-of-ai/
@@ -2533,6 +2528,7 @@
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/llm/llm/browser-automation/,/futureproof/agentic-frameworks-vs-browser-automation/
+/llm/llm/cross-platform-ai/,/futureproof/pipulates-client-side-wisdom-cross-platform-ai-polish/
/llm/llm/css-filter/,/futureproof/engineering-emotion-css-ai-oz/
/llm/llm/digital-sovereignty/,/futureproof/digital-sovereignty-futureproofing-git-nixos/
/llm/llm/iain-mcgilchrist/,/futureproof/the-meeseeks-mirror-ai-humanitys-vaudeville-inoculation/
@@ -2554,16 +2550,20 @@
/llm/mcp/ai-regression-testing/,/futureproof/phantom-dialogue-ai-regression-testing/
/llm/mcp/ai-tool-calling/,/futureproof/simon-says-make-mcp-call-local-llm-tools/
/llm/mcp/ai-workflows/,/futureproof/hot-prompt-injection-ai-workflow/
+/llm/mcp/mcp-protocol/,/futureproof/mcp-ai-api-server/
+/llm/mcp/mcp/,/futureproof/python-mcp-server-example/
/llm/mcp/pipulate/,/futureproof/mcp-ai-api-server/
/llm/nix/ai-architecture/,/futureproof/the-ai-blueprint-intelligence-architecture-and-practical-application/
/llm/nix/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/llm/nix/llm/,/futureproof/llmectomy-ai-agnosticism-nixos-python/
+/llm/nixos/ai-context/,/futureproof/context-recapture-saving-ais-cognitive-state/
/llm/nixos/nix-flakes/,/futureproof/nix-flakes-magic-cookies-self-updating-environment/
/llm/nixos/nixos/,/futureproof/nixos-refactoring-ai-debugging/
/llm/nixos/prompt-engineering/,/futureproof/context-artist-storytelling-tokens-ai-accountability-prompt-fu/
/llm/nixos/test-automation/,/futureproof/ideas-to-automation/
/llm/pipulate/ai-readiness/,/futureproof/ai-readiness-web-stack-control/
/llm/pipulate/digital-agency/,/futureproof/reclaiming-digital-agency-local-owner-operated-tech/
+/llm/pipulate/local-ai/,/futureproof/radical-simplicity-local-first/
/llm/pipulate/lpvg/,/futureproof/lpvg-stack-future-proofing/
/llm/pipulate/nix/,/futureproof/nix-develop-output-ai-assistants/
/llm/pipulate/nixos/,/futureproof/integrating-llm-plugin-architecture/
@@ -2641,6 +2641,7 @@
/nix-9/,/futureproof/updating-nixos/
/nix-flake-python/,/futureproof/nix-flake-python/
/nix-flakes-2/,/futureproof/revolutionizing-software-deployment-with-nix-flakes/
+/nix-flakes/,/futureproof/revolutionizing-software-deployment-with-nix-flakes/
/nix-flakes/cuda/,/futureproof/nix-flakes/
/nix-flakes/fasthtml/,/futureproof/nix-fasthtml-flake/
/nix-flakes/infrastructure-as-code/,/futureproof/infrastructure-as-code-devops-renaissance/
@@ -2654,6 +2655,7 @@
/nix-flakes/jupyter-notebooks/jekyll/,/futureproof/nix-flakes-cure-fragile-jekyll-ruby-setups/
/nix-flakes/jupyter-notebooks/lpvg/,/futureproof/future-proof-python-nix-pipulate-ai/
/nix-flakes/jupyter-notebooks/nix-flakes/,/futureproof/jupyter-nix-flake/
+/nix-flakes/jupyter-notebooks/nix/,/futureproof/nix-flake-refactoring-jupyter-ai-collaboration/
/nix-flakes/jupyter-notebooks/pandas/,/futureproof/colab-vs-local-jupyter/
/nix-flakes/nix-flake/,/futureproof/revolutionizing-software-deployment-with-nix-flakes/
/nix-flakes/nix-flakes/dev-environment/,/futureproof/nix-flakes-magic-cookies-self-updating-environment/
@@ -2683,6 +2685,7 @@
/nix-flakes/nixos/jupyter-ai/,/futureproof/jupyter-ai-nix-flake/
/nix-flakes/nixos/obs/,/futureproof/nixos-obs-hardware-acceleration-fix/
/nix-flakes/nixos/ollama/,/futureproof/nixos-upgrade-ollama/
+/nix-flakes/pipulate/,/futureproof/nix-flakes-magic-cookies-self-updating-environment/
/nix-flakes/pipulate/ai-architecture/,/futureproof/pipulate-full-stack-python-htmx-durable-state/
/nix-flakes/pipulate/ai-sovereignty/,/futureproof/pipulates-inflection-point-ai-sovereignty/
/nix-flakes/pipulate/amiga/,/futureproof/jay-miners-ghost-rms-vision-bootstrapping-amiga/
@@ -2692,6 +2695,8 @@
/nix-flakes/pipulate/immutable-environments/,/futureproof/bauhaus-bouncehouse-immutable-ai-environments/
/nix-flakes/pipulate/jupyter-notebook/,/futureproof/nix-flake-refactoring-jupyter-ai-collaboration/
/nix-flakes/pipulate/local-first/,/futureproof/perfect-pebble-tech-movement-strategy/
+/nix-flakes/pipulate/nix/,/futureproof/nix-flakes-magic-cookies-self-updating-environment/
+/nix-flakes/pipulate/pipulate/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
/nix-flakes/pipulate/reproducibility/,/futureproof/pipulates-blueprint-nix-selenium-sovereign-ai-workflow/
/nix-flakes/pipulate/reproducible-development/,/futureproof/ai-orchestra-reproducible-human-ai-development/
/nix-flakes/pipulate/selenium/,/futureproof/nixos-selenium-host-browser-automation-nix-flakes/
@@ -2759,7 +2764,10 @@
/nix/computational-sovereignty/,/futureproof/nix-pipulate-computational-sovereignty/
/nix/computing-sovereignty/nixos/,/futureproof/computing-sovereignty-treatise-with-nix/
/nix/cuda/,/futureproof/nix-flakes/
+/nix/declarative-configuration/appimage/,/futureproof/nixos-appimage/
/nix/declarative-configuration/declarative-configuration/,/futureproof/nixos-language/
+/nix/declarative-configuration/declarative-configuration/nixos-rebuild/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
+/nix/declarative-configuration/nixos/,/futureproof/nix-system/
/nix/declarative-configuration/obs/,/futureproof/aie-python-video-orchestrating-creativity/
/nix/declarative-configuration/ollama/,/futureproof/nixos-nvidia-cuda-ollama/
/nix/declarative-configuration/piper-tts/,/futureproof/honeybot-speaks-declarative-voice-headless-webhead/
@@ -2772,7 +2780,6 @@
/nix/digital-sovereignty/local-llms/,/futureproof/twikis-first-steps-context-engineering-local-ai-sovereignty/
/nix/digital-sovereignty/nix/,/futureproof/nix-pipulate-computational-sovereignty/
/nix/digital-sovereignty/rag/,/futureproof/revolutionizing-software-deployment-with-nix-flakes/
-/nix/fasthtml/,/futureproof/is-fasthtml-any-good/
/nix/forever-machine/,/futureproof/forever-machine-digital-sovereignty-ai/
/nix/forever-machine/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/nix/forever-machine/forever-machine/,/futureproof/forever-machine-sovereign-computing-ai-age/
@@ -2838,6 +2845,7 @@
/nix/llm-context/digital-sovereignty/,/futureproof/digital-sovereignty-secured-openclaw-nixos-claude-code-bridge/
/nix/llm-context/ephemeral-ai/,/futureproof/openclaw-nixos-machine-soul-sovereign-ai/
/nix/llm/ai-assisted-debugging/,/futureproof/ai-assisted-debugging-git-archeology/
+/nix/llm/ai-embodiment/,/futureproof/giving-ai-a-body-embodiment-agency/
/nix/llm/ai-memory/,/futureproof/ai-education-model-memory-bot-intel-cryptographic-provenance/
/nix/llm/behavioral-moat/,/futureproof/behavioral-moat-vibe-to-verification/
/nix/llm/code-as-truth/,/futureproof/code-is-truth-actuator-ai/
@@ -2860,6 +2868,8 @@
/nix/nginx/nginx/,/futureproof/nginx-404-redirect-ai-pipeline/
/nix/nginx/nixos/,/futureproof/holographic-bridge-sovereign-hosting-pfsense-nixos-dmz/
/nix/nginx/python-threading/,/futureproof/honeybot-unified-pulse-automated-audio-secure-nixos-access/
+/nix/nginx/undetected-chromedriver/,/futureproof/wrestling-undetected-chromedriver-persistence-nixos/
+/nix/nix-flakes/browser-automation/,/futureproof/ai-assisted-browser-automation-selenium-nix-flakes/
/nix/nix-flakes/cuda/,/futureproof/nix-flakes/
/nix/nix-flakes/dev-environment/,/futureproof/nix-flakes-cure-fragile-jekyll-ruby-setups/
/nix/nix-flakes/git-stash/,/futureproof/git-stash-gambit-defaults-freedom/
@@ -2908,6 +2918,7 @@
/nix/nix/git-stash/,/futureproof/git-stash-gambit-defaults-freedom/
/nix/nix/git/,/futureproof/git-without-server-local-filesystem/
/nix/nix/immutable-infrastructure/,/futureproof/forever-machine-sovereign-computing-ai-age/
+/nix/nix/jekyll/,/futureproof/sovereign-jekyll-deployment-engine/
/nix/nix/jupyter-notebooks/,/futureproof/nix-flake-refactoring-jupyter-ai-collaboration/
/nix/nix/levinix/,/futureproof/levinix-no-problem-ai-native-apps/
/nix/nix/llm-package/,/futureproof/llmectomy-uncoupling-ai-models-vendor-lock-in/
@@ -2950,8 +2961,10 @@
/nix/nixos/declarative-configuration/obs/,/futureproof/nixos-obs-hardware-acceleration-fix/
/nix/nixos/declarative-configuration/ollama/,/futureproof/nixos-nvidia-cuda-ollama/
/nix/nixos/declarative-configuration/python-threading/,/futureproof/honeybot-unified-pulse-automated-audio-secure-nixos-access/
+/nix/nixos/declarative-configuration/undetected-chromedriver/,/futureproof/pipulates-stealth-automation-blueprint-undetectable-selenium-undetected-chromedriver/
/nix/nixos/declarative-configuration/zero-trust-gateway/,/futureproof/zero-trust-gateway-ai-data-nginx-nixos/
/nix/nixos/deterministic-systems/,/futureproof/coleco-adam-nixos/
+/nix/nixos/duty-cycle-architecture/,/futureproof/duty-cycle-architecture-bot-observatory-nixos/
/nix/nixos/foss/,/futureproof/tech-sovereignty-nix-foss/
/nix/nixos/headless-broadcast/,/futureproof/headless-ai-broadcast-studio-nixos-xfce/
/nix/nixos/headless-server/,/futureproof/nixos-soul-transfer-headless-home-server-ssh/
@@ -3006,6 +3019,7 @@
/nix/pipulate/python/python/,/futureproof/future-proof-python-nix-pipulate-ai/
/nix/pipulate/segmentation-fault/,/futureproof/python-mac-segmentation-fault-faulthandler/
/nix/pipulate/version-control/,/futureproof/ai-git-detective-commit-habits-code-forensics.md
+/nix/prompt-engineering/,/futureproof/engineering-ai-context-holographic-bridge-self-hosted-logs/
/nix/prompt-engineering/ai-context/,/futureproof/ai-context-streaming-ls2-nix/
/nix/prompt-engineering/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/nix/prompt-engineering/contextual-ai/,/futureproof/context-engineering-forever-machine-web-ai/
@@ -3186,6 +3200,7 @@
/nixos/cursor-ai/virtual-desktops/,/futureproof/virtual-desktops-future-proof/
/nixos/d3js/d3js/,/futureproof/ai-d3-content-hierarchy-visualization/
/nixos/d3js/python/,/futureproof/ai-d3-content-hierarchy-visualization/
+/nixos/declarative-configuration/,/futureproof/nixos-language/
/nixos/declarative-configuration/broadcast-studio/,/futureproof/nixos-powered-broadcast-studio-real-time-logs-ai-automation/
/nixos/declarative-configuration/declarative-configuration/ai-agents/,/futureproof/architecting-forever-machine-openclaw-nixos-agentic-workflow/
/nixos/declarative-configuration/declarative-configuration/duty-cycle-architecture/,/futureproof/duty-cycle-architecture-bot-observatory-nixos/
@@ -3197,6 +3212,7 @@
/nixos/declarative-configuration/jekyll/,/futureproof/sovereign-jekyll-deployment-engine/
/nixos/declarative-configuration/nginx/,/futureproof/nginx-nixos-systemd-403-forbidden-debug/
/nixos/declarative-configuration/nix/,/futureproof/nixos-language/
+/nixos/declarative-configuration/nixos/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
/nixos/declarative-configuration/nixos/ai-agents/,/futureproof/nixos-immutable-host-deploying-openclaw-agent/
/nixos/declarative-configuration/nixos/declarative-configuration/,/futureproof/nixos-lan-services-declarative-https-caddy/
/nixos/declarative-configuration/nixos/nixos-rebuild/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
@@ -3205,6 +3221,7 @@
/nixos/declarative-configuration/nixstore/,/futureproof/nixos-upgrade-ollama/
/nixos/declarative-configuration/nvidia/,/futureproof/nixos-obs-hardware-acceleration-fix/
/nixos/declarative-configuration/obs/,/futureproof/nixos-obs-hardware-acceleration-fix/
+/nixos/declarative-configuration/system-resilience/,/futureproof/nixos-unraveling-system-resilience-abstraction/
/nixos/declarative-configuration/undetected-chromedriver/,/futureproof/pipulates-stealth-automation-blueprint-undetectable-selenium-undetected-chromedriver/
/nixos/declarative-configuration/virtual-desktops/,/futureproof/virtual-desktops-future-proof/
/nixos/digital-sovereignty/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
@@ -3319,6 +3336,7 @@
/nixos/nginx/python/python-threading/,/futureproof/honeybot-unified-pulse-automated-audio-secure-nixos-access/
/nixos/nginx/undetected-chromedriver/,/futureproof/wrestling-undetected-chromedriver-persistence-nixos/
/nixos/nginx/virtual-desktops/,/futureproof/slack-zoom-nixos-workspaces/
+/nixos/nix-flakes/,/futureproof/revolutionizing-software-deployment-with-nix-flakes/
/nixos/nix-flakes/ai-seo/,/futureproof/botifython-is-born/
/nixos/nix-flakes/immutable-infrastructure/,/futureproof/articulate-ape-blueprint-scaffolding-no-gooey-video-editing-nix/
/nixos/nix-flakes/infrastructure-as-code/,/futureproof/infrastructure-as-code-devops-renaissance/
@@ -3355,23 +3373,24 @@
/nixos/nix/neovim/token-efficiency/,/futureproof/ritual-vs-decorator-token-efficiency/
/nixos/nix/nix-flakes/,/futureproof/revolutionizing-software-deployment-with-nix-flakes/
/nixos/nix/nixos-installation/,/futureproof/bootstrapping-nixos-installation-guide/
+/nixos/nix/nixos/,/futureproof/nixos-ai-assistant-declarative-workflow/
/nixos/nix/npvg/,/futureproof/levinix-no-problem-universal-packager-blueprint-ai-age/
/nixos/nix/ollama/,/futureproof/nixos-nvidia-cuda-ollama/
/nixos/nix/pipulate/ai-regression-testing/,/futureproof/phantom-dialogue-ai-regression-testing/
/nixos/nix/pipulate/subprocess-failures/,/futureproof/the-absolute-path-to-unsilencing-subprocess-failures-in-ai-workflows/
-/nixos/nix/python/,/futureproof/nix-flake-python/
/nixos/nix/self-hosting/,/futureproof/nixos-recovery-symlinks-local-git/
/nixos/nix/sovereign-computing/,/futureproof/computing-sovereignty-treatise-with-nix/
/nixos/nix/strange-loop/,/futureproof/ai-strange-loop-not-a-bubble/
/nixos/nix/text-supremacy/,/futureproof/nixos-flatnotes-text-supremacy/
/nixos/nix/turing-machine/,/futureproof/the-matter-of-soul-turing-machines-sovereign-ai/
/nixos/nixos-rebuild/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
+/nixos/nixos-rebuild/generations/,/futureproof/nixos-manual-override-recovery/
/nixos/nixos-rebuild/nixos-rebuild/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
/nixos/nixos-rebuild/nixos/,/futureproof/sudo-nixos-rebuild-switch-upgrade/
/nixos/nixos-rebuild/nvidia/,/futureproof/nixos-nvidia-cuda-ollama/
/nixos/nixos-rebuild/ollama/,/futureproof/nixos-upgrade-ollama/
/nixos/nixos-rebuild/system-resilience/,/futureproof/nixos-unraveling-system-resilience-abstraction/
-/nixos/nixos/ai-agents/,/futureproof/architecting-forever-machine-openclaw-nixos-agentic-workflow/
+/nixos/nixos/agentic-web/,/futureproof/unmasking-agentic-web-ai-bots-shatter-seo-common-wisdom/
/nixos/nixos/ai-agents/ai-agents/,/futureproof/architecting-forever-machine-openclaw-nixos-agentic-workflow/
/nixos/nixos/ai-agents/ai-agnosticism/,/futureproof/llmectomy-ai-agnosticism-nixos-python/
/nixos/nixos/ai-agents/ai-education/,/futureproof/pipulate-aie-multi-platform-validation/
@@ -3382,7 +3401,6 @@
/nixos/nixos/ai-seo/,/futureproof/google-ai-buffalo-jump-infrastructure-intelligence-as-a-service/
/nixos/nixos/ai-whimper/,/futureproof/sovereign-technomancer-ai-whimper-autonomy/
/nixos/nixos/automation/,/futureproof/honeybots-first-heartbeat-self-healing-nixos-bash-watchdog/
-/nixos/nixos/bash-watchdog/,/futureproof/honeybots-first-heartbeat-self-healing-nixos-bash-watchdog/
/nixos/nixos/broadcast-studio/,/futureproof/nixos-powered-broadcast-studio-real-time-logs-ai-automation/
/nixos/nixos/browser-automation/,/futureproof/nixos-selenium-host-browser-automation-nix-flakes/
/nixos/nixos/caddy/,/futureproof/nixos-lan-services-declarative-https-caddy/
@@ -3424,10 +3442,13 @@
/nixos/nixos/prompt-engineering/,/futureproof/context-king-human-ai-symbiosis-prompt-fu/
/nixos/nixos/promptfoopy/,/futureproof/context-king-human-ai-symbiosis-prompt-fu/
/nixos/nixos/python-threading/,/futureproof/honeybot-unified-pulse-automated-audio-secure-nixos-access/
+/nixos/nixos/python/,/futureproof/nixos-ai-assistant-declarative-workflow/
/nixos/nixos/segmentation-fault/,/futureproof/macos-nix-python-segfault-debugging/
/nixos/nixos/system-recovery/,/futureproof/nixos-recovery-symlinks-local-git/
+/nixos/nixos/system-resilience/,/futureproof/nixos-unraveling-system-resilience-abstraction/
/nixos/nixos/tech-churn/,/futureproof/tech-churn-vim-mastery/
/nixos/nixos/turing-machine/,/futureproof/the-matter-of-soul-turing-machines-sovereign-ai/
+/nixos/nixos/undetected-chromedriver/,/futureproof/wrestling-undetected-chromedriver-persistence-nixos/
/nixos/nixos/virtual-desktops/,/futureproof/virtual-desktops-future-proof/
/nixos/nixos/workflow/,/futureproof/nixos-ai-assistant-declarative-workflow/
/nixos/ollama/automation/,/futureproof/nixos-nvidia-cuda-ollama/
@@ -3449,10 +3470,10 @@
/nixos/ollama/system-resilience/,/futureproof/nixos-unraveling-system-resilience-abstraction/
/nixos/openclaw/agentic-workflow/,/futureproof/architecting-forever-machine-openclaw-nixos-agentic-workflow/
/nixos/openclaw/digital-sovereignty/,/futureproof/architecting-digital-sovereignty-openclaw-nixos-knowledge-lag-workflow/
-/nixos/openclaw/nixos/,/futureproof/openclaw-nixos-franken-nix-home-hosted-agent/
/nixos/pipulate/agentic-web/,/futureproof/pipulate-local-first-deterministic-ai-workflows/
/nixos/pipulate/ai-ready-web/,/futureproof/building-the-invisible-viewport-pipulates-ai-native-web-blueprint/
/nixos/pipulate/ai-web-infrastructure/,/futureproof/nginx-404-remapping-llm-context-architecture-blueprint/
+/nixos/pipulate/ai/llmo/,/futureproof/llmo-semantic-gravity-bot-first-web/
/nixos/pipulate/cross-platform-ux/,/futureproof/seamless-ux-unifying-multi-platform-keyboard-shortcuts/
/nixos/pipulate/digital-sovereignty/,/futureproof/digital-sovereignty-futureproofing-git-nixos/
/nixos/pipulate/foss/,/futureproof/bazaar-of-one-ai-open-source/
@@ -3464,6 +3485,7 @@
/nixos/pipulate/knowledge-graph/,/futureproof/deterministic-ai-knowledge-graph-web/
/nixos/pipulate/llm/,/futureproof/forever-actualizer-machine-sovereign-ai-llm-self-aware-prompts/
/nixos/pipulate/llmstxt/,/futureproof/llms-txt-the-agents-first-call-to-the-ai-native-web/
+/nixos/pipulate/pipulate/digital-sovereignty/,/futureproof/pipulates-inflection-point-ai-sovereignty/
/nixos/pipulate/sovereign-computing/,/futureproof/forever-machine-sovereign-computing-ai-age/
/nixos/python/,/futureproof/nix-system/
/nixos/python/ai-agents/,/futureproof/openclaw-nixos-local-ai-sovereignty/
@@ -3514,6 +3536,7 @@
/nixos/seo/information-architecture/,/futureproof/algorithmic-information-architecture-jekyll-ai/
/nixos/seo/jekyll/,/futureproof/nixos-jekyll-git-push-self-hosted-deployment/
/nixos/seo/llm/,/futureproof/ai-seo-in-a-box-distilling-gapalyzer-workflows-pipulate-nix/
+/nixos/seo/llms/llms/,/futureproof/llms-txt-the-agents-first-call-to-the-ai-native-web/
/nixos/seo/pandas/,/futureproof/digital-sovereignty-pandas-nix-ai-blueprint/
/nixos/seo/seo/,/futureproof/ai-seo-in-a-box-distilling-gapalyzer-workflows-pipulate-nix/
/nixos/seo/seo/llm/,/futureproof/google-ai-buffalo-jump-infrastructure-intelligence-as-a-service/
@@ -3555,6 +3578,7 @@
/operating-systems/,/futureproof/ime-mse-psp-tee-sep/
/page/2/,/futureproof/context-saturation-semantic-compression-fractal-blog-navigation/
/pandas-2/,/futureproof/pandas-rack-em-automated-excel-formatting/
+/pandas-3/,/futureproof/mastering-data-pivots-with-python/
/pandas-4/,/futureproof/novideo-pandas-post-analog-video-age-40-year-cycle/
/pandas-5/,/futureproof/pandas-rack-em-automated-excel-formatting/
/pandas/,/futureproof/mastering-data-pivots-with-python/
@@ -3580,6 +3604,7 @@
/pipulate/ai-architecture/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/pipulate/ai-architecture/forever-machine/,/futureproof/forever-machine-architecting-intelligence-context-age-of-ai/
/pipulate/ai-architecture/llm-context-window/,/futureproof/context-saturation-semantic-compression-fractal-blog-navigation/
+/pipulate/ai-architecture/llm/,/futureproof/llm-optics-engine-refracting-web-ai/
/pipulate/ai-architecture/nix/,/futureproof/nix-pipulate-computational-sovereignty/
/pipulate/ai-architecture/pipulate/,/futureproof/pipulate-ai-first-developer-experience-blueprint/
/pipulate/ai-architecture/von-neumann-architecture/,/futureproof/lisp-ai-soul-persistent-state/
@@ -3673,6 +3698,7 @@
/pipulate/browser-automation/google-gemini/,/futureproof/cracking-google-gemini-hidden-20-rpd-free-tier-limit-python/
/pipulate/browser-automation/http-headers/,/futureproof/webmaster-nix-selenium-http-status-browser-control/
/pipulate/browser-automation/iaas/,/futureproof/google-ai-buffalo-jump-infrastructure-intelligence-as-a-service/
+/pipulate/browser-automation/selenium/,/futureproof/nixos-selenium-host-browser-automation-nix-flakes/
/pipulate/browser-automation/ucp/,/futureproof/browser-automation-to-protocol-economy/
/pipulate/browser-automation/vim-regex/,/futureproof/vim-regex-google-docs-markdown-cleanup/
/pipulate/code-archaeology/,/futureproof/ai-agentic-mode-debugging/
@@ -3700,7 +3726,6 @@
/pipulate/computational-sovereignty/pipulate/,/futureproof/pipulate-computational-sovereignty-ai-magic-wands/
/pipulate/content-negotiation/,/futureproof/ai-attribution-content-negotiation-tracer-dye/
/pipulate/content-negotiation/llm-optics-engine/,/futureproof/llm-optics-forever-machine-ai-ready-web-semantics/
-/pipulate/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/pipulate/d3js/,/futureproof/ai-d3-content-hierarchy-visualization/
/pipulate/d3js/d3js/,/futureproof/ai-d3-content-hierarchy-visualization/
/pipulate/d3js/python/,/futureproof/ai-d3-content-hierarchy-visualization/
@@ -3710,6 +3735,7 @@
/pipulate/debugging/debugging/regex/,/futureproof/automating-markdown-regex-debugging-saga/
/pipulate/debugging/idempotency/,/futureproof/idempotent-ai-workflow-debugging-odyssey/
/pipulate/fasthtml/,/futureproof/fasthtml-hello-world/
+/pipulate/fasthtml/ai-leverage/,/futureproof/ai-leverage-google-dominance-hoarded-domain-expertise/
/pipulate/fasthtml/ambient-intelligence/,/futureproof/llm-as-ambient-app-intelligence/
/pipulate/fasthtml/api-keys/,/futureproof/crafting-the-automation-wand/
/pipulate/fasthtml/llm/,/futureproof/llm-as-ambient-app-intelligence/
@@ -3724,6 +3750,7 @@
/pipulate/git-reset/git-cherry-pick/,/futureproof/git-cherry-picking/
/pipulate/git/command-line-tools/,/futureproof/grep-ripgrep-command-line-refactoring/
/pipulate/git/gemini-cli/,/futureproof/cursor-to-gemini-cli-future-proof-workflow/
+/pipulate/git/jekyll/,/futureproof/nixos-jekyll-git-push-self-hosted-deployment/
/pipulate/git/version-control/,/futureproof/git-cherry-picking/
/pipulate/htmx/,/futureproof/is-fasthtml-any-good/
/pipulate/htmx/initpy/,/futureproof/python-init-py-packages-architecture/
@@ -3849,6 +3876,7 @@
/pipulate/llm/jupyter-notebook/code-pruning/,/futureproof/art-of-deleting-code-building-resilient-ai-topological-parsing/
/pipulate/llm/llm-context/,/futureproof/ai-context-fragmentation/
/pipulate/llm/llm-optics-engine/,/futureproof/llm-optics-engine-refracting-web-ai/
+/pipulate/llm/llm/,/futureproof/forever-actualizer-machine-sovereign-ai-llm-self-aware-prompts/
/pipulate/llm/llm/ai-antifragility/,/futureproof/ai-antifragility-universal-llm-adapter/
/pipulate/llm/llm/ai-context-management/,/futureproof/ai-context-mcp-llm/
/pipulate/llm/llm/ai-ergonomics/,/futureproof/ai-ergonomics-developer-workflows/
@@ -3867,7 +3895,6 @@
/pipulate/llm/nix/llm-regression/,/futureproof/ai-regression-recovery-case-study/
/pipulate/llm/nix/nix/,/futureproof/python-nix-htmx-ollama/
/pipulate/llm/nix/token-efficiency/,/futureproof/ritual-vs-decorator-token-efficiency/
-/pipulate/llm/nixos/,/futureproof/local-llm-web-framework-integration-plan/
/pipulate/llm/nixos/ai-development/,/futureproof/nixos-local-ai-reproducible-workflows/
/pipulate/llm/nixos/declarative-automation/,/futureproof/site-factory-declarative-automation-cognitive-ergonomics/
/pipulate/llm/nixos/dom-visualizer/,/futureproof/ai-eyes-dom-visualizers-refactor/
@@ -3881,12 +3908,15 @@
/pipulate/llm/rag/,/futureproof/planning-to-win-with-llm/
/pipulate/llm/resilient-systems/,/futureproof/autonomic-codebase-self-healing-ai-workflow-any-os/
/pipulate/llm/sovereign-ai/,/futureproof/the-sovereign-stack-deterministic-ai-pipulate/
+/pipulate/llm/stateless/,/futureproof/stateless-ai-unix-context-engineering/
/pipulate/llm/token-efficiency/,/futureproof/ritual-vs-decorator-token-efficiency/
/pipulate/llm/wet-coding/,/futureproof/wet-code-ai-native-development/
/pipulate/mcp/ai-automation/,/futureproof/unmetered-robot-army-browser-automation/
/pipulate/mcp/ai-plugin-architecture/,/futureproof/integrating-llm-plugin-architecture/
/pipulate/mcp/graceful-degradation/,/futureproof/universal-translator-ai-tool-calling/
+/pipulate/mcp/levinix/,/futureproof/levinix-von-neumann-bootstrap-for-ai/
/pipulate/mcp/mcp/,/futureproof/simon-says-make-mcp-call-local-llm-tools/
+/pipulate/mcp/model-context-protocol-mcp/,/futureproof/simon-says-make-mcp-call-local-llm-tools/
/pipulate/mcp/tool-calling/,/futureproof/ai-tool-calling-magic-spells-mcp/
/pipulate/moviepy/,/futureproof/no-gooey-video-python-moviepy-workflow/
/pipulate/moviepy/ai/,/futureproof/novideo-pandas-post-analog-video-age-40-year-cycle/
@@ -3903,7 +3933,6 @@
/pipulate/nix-flakes/jekyll/,/futureproof/nix-flakes-cure-fragile-jekyll-ruby-setups/
/pipulate/nix-flakes/nix/,/futureproof/nix-flakes/
/pipulate/nix-flakes/nixos/,/futureproof/nix-system/
-/pipulate/nix/,/futureproof/nix-flake-python/
/pipulate/nix/ai-architecture/,/futureproof/cybernetic-software-architecture-llms-semantic-governors/
/pipulate/nix/ai-collaboration/,/futureproof/endosymbiotic-developer-ai-collaborator/
/pipulate/nix/ai-context-management/ai-workflow/,/futureproof/architecting-ai-workflows-deterministic-editing-computational-autonomy/
@@ -3972,12 +4001,10 @@
/pipulate/nixos/ai/,/futureproof/nixos-ai-assistant-declarative-workflow/
/pipulate/nixos/ambient-observability/,/futureproof/fish-tank-principle-ambient-observability-for-ai-agents/
/pipulate/nixos/asyncawait/,/futureproof/ai-eyes-browser-scraping-async-coroutine-errors/
-/pipulate/nixos/cli-tools/,/futureproof/building-smarter-cli-tools-ai-context/
/pipulate/nixos/computing-sovereignty/,/futureproof/computing-sovereignty-treatise-with-nix/
/pipulate/nixos/content-negotiation/,/futureproof/the-invisible-handshake-http-content-negotiation-llmo/
/pipulate/nixos/context-painting/,/futureproof/pipulate-dayton-moment-context-aware-ai-demo-test-automation/
/pipulate/nixos/foss-ai/,/futureproof/gui-to-cli-foss-ai-workflow/
-/pipulate/nixos/gemini-cli/,/futureproof/cursor-to-gemini-cli-future-proof-workflow/
/pipulate/nixos/genie-backfire-wish-syndrome/,/futureproof/human-master-ai-emissary-literal-genies-mechanism/
/pipulate/nixos/ghost-driver/,/futureproof/pipulates-ghost-driver-ui-automation-beyond-chat-simulation/
/pipulate/nixos/ikigai/,/futureproof/force-multiplying-ikigai-in-ai-age/
@@ -4005,14 +4032,12 @@
/pipulate/pipulate/ai-assisted-refactoring/,/futureproof/ai-assisted-monolith-to-plugin-refactor/
/pipulate/pipulate/ai-collaboration/,/futureproof/ai-orchestra-reproducible-human-ai-development/
/pipulate/pipulate/ai-context/,/futureproof/architecting-ai-context-data-density-blueprint-404-remapping/
-/pipulate/pipulate/ai-debugging/,/futureproof/ai-assisted-debugging-git-archeology/
/pipulate/pipulate/ai-development/,/futureproof/llm-seo-software-development/
/pipulate/pipulate/ai-education-aie/,/futureproof/pipulates-client-side-wisdom-cross-platform-ai-polish/
/pipulate/pipulate/ai-embodiment/,/futureproof/giving-ai-a-body-embodiment-agency/
/pipulate/pipulate/ai-ergonomics/,/futureproof/ai-ergonomics-browser-cache-refactor/
/pipulate/pipulate/ai-keychain/,/futureproof/ai-tamagotchi-nurturing-digital-ghost/
/pipulate/pipulate/ai-persistence/,/futureproof/forging-unforgettable-ai-durable-memory/
-/pipulate/pipulate/ai/,/futureproof/pipulate-ai-first-developer-experience-blueprint/
/pipulate/pipulate/ai/codex/,/futureproof/decoding-ai-a-personal-odyssey-through-models-and-minds/
/pipulate/pipulate/ai/consciousness/,/futureproof/philosophy-axioms-ai-consciousness-stress-test/
/pipulate/pipulate/attention-economy/pipulate/,/futureproof/workflows-redirect-fix-attention/
@@ -4108,7 +4133,6 @@
/pipulate/pipulate/llm/llm-regression/,/futureproof/ai-strange-loop-git-recovery/
/pipulate/pipulate/llm/pipulate/,/futureproof/forever-actualizer-machine-sovereign-ai-llm-self-aware-prompts/
/pipulate/pipulate/minidataapi/,/futureproof/minidataapi-spec-xtra-tutorial/
-/pipulate/pipulate/nix/,/futureproof/theres-no-home-like-nix/
/pipulate/pipulate/nix/ai-workflow/,/futureproof/pipulate-ai-sausage-factory-persistent-notebooks/
/pipulate/pipulate/nix/novideo/,/futureproof/novideo-pandas-post-analog-video-age-40-year-cycle/
/pipulate/pipulate/nixos/,/futureproof/nix-system/
@@ -4135,10 +4159,8 @@
/pipulate/pipulate/pipulate/atp/hacker-culture/,/futureproof/etymological-tapestry-hacker-culture-foo-risc-v/
/pipulate/pipulate/pipulate/atp/parametric-memory/,/futureproof/parametric-memory-fractal-publishing-ai-ingestion/
/pipulate/pipulate/pipulate/atp/ucp/,/futureproof/agentic-commerce-wars-google-protocol-amazon-capture/
-/pipulate/pipulate/pipulate/behavioral-moat/,/futureproof/behavioral-moat-vibe-to-verification/
/pipulate/pipulate/pipulate/content-negotiation/,/futureproof/the-levinix-blueprint-ai-content-negotiation-moat/
/pipulate/pipulate/pipulate/cross-platform-ux/,/futureproof/seamless-ux-unifying-multi-platform-keyboard-shortcuts/
-/pipulate/pipulate/pipulate/cursor-ai/,/futureproof/fasthtml-cursor-ai-nix/
/pipulate/pipulate/pipulate/function-calling/,/futureproof/function-calling-llms/
/pipulate/pipulate/pipulate/github-organization/,/futureproof/morning-pages-2-0-ai-orchestration/
/pipulate/pipulate/pipulate/ikigai/,/futureproof/force-multiplying-ikigai-in-ai-age/
@@ -4189,16 +4211,13 @@
/pipulate/prompt-engineering/ai-reproducibility/,/futureproof/ai-context-paradox-reproducible-legacy/
/pipulate/prompt-engineering/ai-workflow/,/futureproof/guiding-llms-pipulate-workflow-htmx-patterns/
/pipulate/prompt-engineering/cursor-ai/,/futureproof/generate-cursor-rules/
-/pipulate/prompt-engineering/idempotency/,/futureproof/idempotent-architect-prompt-sqlite-workflow/
/pipulate/prompt-engineering/llm-context-window/,/futureproof/context-telemetry-mastering-ai-prompt-size-limits/
/pipulate/prompt-engineering/llm-context/,/futureproof/context-artist-storytelling-tokens-ai-accountability-prompt-fu/
/pipulate/prompt-engineering/llm/,/futureproof/llms-txt-the-agents-first-call-to-the-ai-native-web/
/pipulate/prompt-engineering/nix/ai-collaboration/,/futureproof/prompt-becomes-contract-human-agent/
/pipulate/prompt-engineering/nix/nix/,/futureproof/nixos-language/
/pipulate/prompt-engineering/nixos/,/futureproof/nixos-ai-assistant-declarative-workflow/
-/pipulate/prompt-engineering/prompt-engineering/,/futureproof/context-king-human-ai-symbiosis-prompt-fu/
/pipulate/prompt-engineering/prompt-engineering/navgraph/,/futureproof/navgraph-blueprint-ai-friendly-site-hierarchy/
-/pipulate/prompt-engineering/prompt-fu/contextual-ai/,/futureproof/context-king-human-ai-symbiosis-prompt-fu/
/pipulate/prompt-engineering/radical-transparency/,/futureproof/self-teaching-codebase-ai-development-partner/
/pipulate/prompt-engineering/refactoring/,/futureproof/refactoring-ai-assisted-code/
/pipulate/prompt-engineering/topological-healer/,/futureproof/the-topological-healer-ai-driven-nginx-redirects-dynamic-site-architectures/
@@ -4228,12 +4247,14 @@
/pipulate/refactoring/ai-coding-assistant/,/futureproof/refactoring-ai-assisted-code/
/pipulate/refactoring/ai-native/,/futureproof/the-great-stuffing-ai-native-python-wand/
/pipulate/refactoring/code-refactoring/,/futureproof/command-line-surgery-python-refactor/
+/pipulate/refactoring/jupyter-notebook/,/futureproof/streamlining-pipulate-notebooks-wand-path-to-clarity/
/pipulate/refactoring/python-decorator/,/futureproof/developer-momentum-light-touch-refactor/
/pipulate/refactoring/refactoring/ai-coding-assistant/,/futureproof/ai-coding-assistant-python-helpers/
/pipulate/refactoring/refactoring/nix/,/futureproof/nixos-refactoring-ai-debugging/
/pipulate/refactoring/refactoring/python-refactoring/,/futureproof/python-refactoring-colocation-over-abstraction/
/pipulate/refactoring/selenium-refactoring/,/futureproof/surgical-refactoring-selenium-scraping/
/pipulate/refactoring/selenium/,/futureproof/surgical-refactoring-selenium-scraping/
+/pipulate/refactoring/web-scraping/,/futureproof/python-web-scraping-refactoring-stealth-tooling/
/pipulate/refactoring/wet-coding/,/futureproof/wet-coding-fearless-refactoring-python-tokenizer/
/pipulate/regex/,/futureproof/automating-markdown-regex-debugging-saga/
/pipulate/reproducibility/nix-flakenix/,/futureproof/nix-flakes/
@@ -4320,6 +4341,7 @@
/prompt-engineering/agentic-ai/rag/,/futureproof/mcp-with-local-llm/
/prompt-engineering/agentic-ai/refactoring/,/futureproof/ai-assisted-monolith-to-plugin-refactor/
/prompt-engineering/agentic-ai/ripgrep/,/futureproof/grep-ripgrep-command-line-refactoring/
+/prompt-engineering/ai-architecture/,/futureproof/llm-architecture-ai-collaboration-coding-workflows/
/prompt-engineering/ai-architecture/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/prompt-engineering/ai-architecture/htmx/,/futureproof/guiding-llms-pipulate-workflow-htmx-patterns/
/prompt-engineering/ai-architecture/lisp/,/futureproof/lisp-computing-ai-philosophy/
@@ -4648,6 +4670,7 @@
/prompt-engineering/llm-context/pipulate/jupyter-refactoring/,/futureproof/externalizing-notebook-logic-the-chisel-the-sauce-and-ai-context/
/prompt-engineering/llm-context/rag/,/futureproof/from-blog-to-book-ai-powered-ia/
/prompt-engineering/llm/agentic-ai/,/futureproof/ai-agentic-mode-debugging/
+/prompt-engineering/llm/ai-agent/,/futureproof/sovereign-agents-openclaw-ai-friction-forever-machine-blueprint/
/prompt-engineering/llm/ai-antifragility/,/futureproof/ai-antifragility-universal-llm-adapter/
/prompt-engineering/llm/ai-assisted-refactoring/,/futureproof/ai-generated-refactoring-advice/
/prompt-engineering/llm/ai-code-assist/,/futureproof/ai-code-assist-acceleration-scope/
@@ -4800,6 +4823,7 @@
/prompt-engineering/model-context-protocol-mcp/,/futureproof/teaching-ai-model-context-protocol/
/prompt-engineering/nix-flakes/ai-context/,/futureproof/holographic-compression-protocol-ai-context/
/prompt-engineering/nix-flakes/ai-debugging/,/futureproof/ai-assisted-debugging-git-archeology/
+/prompt-engineering/nix-flakes/ai-first-development/,/futureproof/nix-flakes-magic-cookies-self-updating-environment/
/prompt-engineering/nix-flakes/ai-prompt-generation/,/futureproof/token-transparency-ai-prompt-generation/
/prompt-engineering/nix-flakes/ai-workflow/,/futureproof/architecting-ai-workflows-deterministic-editing-computational-autonomy/
/prompt-engineering/nix-flakes/llm-context/,/futureproof/surgical-ai-context-narrative-time-machine/
@@ -4903,6 +4927,7 @@
/prompt-engineering/nixos/sovereign-ai/,/futureproof/pipulates-blueprint-nix-selenium-sovereign-ai-workflow/
/prompt-engineering/nixos/sovereign-craftsmanship/,/futureproof/the-vigilant-rabbit-tech-craftsmanship/
/prompt-engineering/nixos/vim/,/futureproof/thinking-in-vim-futureproof-philosophy/
+/prompt-engineering/pipulate-framework/,/futureproof/guiding-llms-pipulate-workflow-htmx-patterns/
/prompt-engineering/pipulate/,/futureproof/guiding-llms-pipulate-workflow-htmx-patterns/
/prompt-engineering/pipulate/agentic-coding/,/futureproof/agentic-coding-wrangling-ai-assistants/
/prompt-engineering/pipulate/ai-assisted-debugging/,/futureproof/ai-assisted-debugging-git-archeology/
@@ -4918,7 +4943,9 @@
/prompt-engineering/pipulate/ai-memory/,/futureproof/forging-unforgettable-ai-durable-memory/
/prompt-engineering/pipulate/ai-mentorship/,/futureproof/ai-facilitating-self-improvement/
/prompt-engineering/pipulate/ai-plugin-architecture/,/futureproof/python-plugin-architectures/
+/prompt-engineering/pipulate/ai-safety/,/futureproof/nix-pipulate-computational-sovereignty/
/prompt-engineering/pipulate/ai-tool-calling/,/futureproof/simon-says-make-mcp-call-local-llm-tools/
+/prompt-engineering/pipulate/ai-workflows/,/futureproof/guiding-llms-pipulate-workflow-htmx-patterns/
/prompt-engineering/pipulate/ai/ai-safety/,/futureproof/nix-pipulate-computational-sovereignty/
/prompt-engineering/pipulate/chip-otheseus/,/futureproof/chip-otheseus-digital-sovereignty-forever-machine-voice/
/prompt-engineering/pipulate/computational-autonomy/,/futureproof/architecting-ai-workflows-deterministic-editing-computational-autonomy/
@@ -4952,6 +4979,7 @@
/prompt-engineering/pipulate/nix/htmx/,/futureproof/radical-simplicity-local-first/
/prompt-engineering/pipulate/nix/iterative-development/,/futureproof/multiple-passes/
/prompt-engineering/pipulate/nix/levinix/,/futureproof/levinix-no-problem-universal-packager-blueprint-ai-age/
+/prompt-engineering/pipulate/nix/llm-architecture/,/futureproof/the-center-holds-forever-actualizer-machine/
/prompt-engineering/pipulate/nix/llm-context/,/futureproof/surgical-ai-context-narrative-time-machine/
/prompt-engineering/pipulate/nix/local-ai/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
/prompt-engineering/pipulate/nix/token-efficiency/,/futureproof/token-transparency-ai-prompt-generation/
@@ -4967,6 +4995,7 @@
/prompt-engineering/prompt-engineering/ai-agents/,/futureproof/rise-of-agent-experience-ax-unmasking-bots-data-demands/
/prompt-engineering/prompt-engineering/ai-assisted-coding/,/futureproof/ai-prompts-xml-tags/
/prompt-engineering/prompt-engineering/ai-assisted-development/,/futureproof/ai-golden-path-first-step-design/
+/prompt-engineering/prompt-engineering/ai-cli/,/futureproof/arresting-regress-forging-ai-cli/
/prompt-engineering/prompt-engineering/ai-collaboration/,/futureproof/context-king-human-ai-symbiosis-prompt-fu/
/prompt-engineering/prompt-engineering/ai-context/context-engineering/,/futureproof/context-engineering-forever-machine-web-ai/
/prompt-engineering/prompt-engineering/ai-development/,/futureproof/kickstarting-ai/
@@ -4990,6 +5019,7 @@
/prompt-engineering/prompt-engineering/jupyter-notebooks/,/futureproof/navigating-pythons-frontier-notebooks-assignment-expressions-secure-templating-ai/
/prompt-engineering/prompt-engineering/llm-context-window/,/futureproof/upgrading-prompt-fu-ai-self-correction-checklist/
/prompt-engineering/prompt-engineering/llm-context/ai-prompt-generation/,/futureproof/token-transparency-ai-prompt-generation/
+/prompt-engineering/prompt-engineering/llm-context/prompt-fu/,/futureproof/context-is-king-prompt-fu-mastery-webopps-devolveneer/
/prompt-engineering/prompt-engineering/llm/,/futureproof/upgrading-prompt-fu-ai-self-correction-checklist/
/prompt-engineering/prompt-engineering/llms/,/futureproof/ai-on-rails-deterministic-llm-engineering/
/prompt-engineering/prompt-engineering/lpvg/,/futureproof/lpvg-stack-future-proofing/
@@ -5016,8 +5046,11 @@
/prompt-engineering/prompt-fu/ai-agent/,/futureproof/amnesiac-genie-playbook-master-prompt/
/prompt-engineering/prompt-fu/ai-ergonomics/,/futureproof/ai-ergonomics-developer-workflows/
/prompt-engineering/prompt-fu/ai-hallucination/,/futureproof/upgrading-prompt-fu-ai-self-correction-checklist/
+/prompt-engineering/prompt-fu/ai-prompt-generation/,/futureproof/token-transparency-ai-prompt-generation/
+/prompt-engineering/prompt-fu/ai-web-perception/,/futureproof/giving-ai-its-eyes-automating-web-perception-pipulate/
/prompt-engineering/prompt-fu/cli-agent/,/futureproof/forging-a-digital-steeltrap/
/prompt-engineering/prompt-fu/master-prompt/,/futureproof/master-prompt-chip-otheseus-ai-persistence/
+/prompt-engineering/prompt-fu/prompt-engineering/,/futureproof/upgrading-prompt-fu-ai-self-correction-checklist/
/prompt-engineering/python/,/futureproof/python-ai-juggernaut-web-development/
/prompt-engineering/python/agentic-ai/,/futureproof/twikis-first-steps-context-engineering-local-ai-sovereignty/
/prompt-engineering/python/ai-agents/,/futureproof/agentic-frameworks-vs-browser-automation/
@@ -5121,7 +5154,7 @@
/python/ai-agents/jekyll/,/futureproof/automating-jekyll-hub-pages-navgraph/
/python/ai-agents/llmstxt/,/futureproof/llms-txt-the-agents-first-call-to-the-ai-native-web/
/python/ai-agents/navgraph/,/futureproof/navgraph-blueprint-ai-friendly-site-hierarchy/
-/python/ai-agents/nixos/,/nix-flakes/nixos/nixos/
+/python/ai-agents/nixos/,/jekyll/nixos/nixos/
/python/ai-agents/pipulate/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
/python/ai-agents/python/,/futureproof/python-mcp-server-example/
/python/ai-agents/semantic-sidecar/,/futureproof/semantic-sidecar-dual-layer-content-ai-readiness/
@@ -5288,6 +5321,7 @@
/python/flow-state/unix-philosophy/,/futureproof/unix-pipe-of-life/
/python/flow-state/vertical-integration/,/futureproof/googles-ai-moat-articulate-apes-higher-leverage-disruption/
/python/flow-state/vim/,/futureproof/thinking-in-vim-futureproof-philosophy/
+/python/foss/,/futureproof/python-htmx-llm-seo/
/python/foss/logistics-s-curve/,/futureproof/logistics-curve-thought-command-line/
/python/future-proofing/,/futureproof/future-proof-tech-skills/
/python/gapalyzer/,/futureproof/gapalyzer-mvp-excel-automation-ai-precision/
@@ -5332,6 +5366,7 @@
/python/htmx/browser-automation/,/futureproof/beyond-dom-capturing-full-web-context-selenium-automation/
/python/htmx/chisel-strike/,/futureproof/chisel-strike-ai-semantic-sight/
/python/htmx/command-line-interface/,/futureproof/cli-contract-future-proof-ai-framework/
+/python/htmx/cross-platform-ux/,/futureproof/seamless-ux-unifying-multi-platform-keyboard-shortcuts/
/python/htmx/cuda/,/futureproof/nix-flakes/
/python/htmx/d3js/,/futureproof/unifying-day-night-themes-d3js-graph-refactor/
/python/htmx/fasthtml/,/futureproof/is-fasthtml-any-good/
@@ -5424,6 +5459,7 @@
/python/htmx/nixos/nixos/,/futureproof/nix-system/
/python/htmx/nixos/websockets/,/futureproof/websockets-stream-incremental-markdown/
/python/htmx/pandas/,/futureproof/seo-python-data-engineering-workflow/
+/python/htmx/pipulate/pipulate/,/futureproof/pipulates-blueprint-for-ai-collaboration/
/python/htmx/python/,/futureproof/python-paste-parse-pipulate-lite/
/python/htmx/python/api-key-validation/,/futureproof/api-key-validation-architectural-exorcism-silent-failures/
/python/htmx/python/jupyterlab/,/futureproof/nix-fasthtml-flake/
@@ -5436,6 +5472,7 @@
/python/htmx/ripgrep/,/futureproof/grep-ripgrep-command-line-refactoring/
/python/htmx/selenium/,/futureproof/nixos-selenium-host-browser-automation-nix-flakes/
/python/htmx/self-aware-software/,/futureproof/self-aware-software/
+/python/htmx/state-management/local-first-ai/,/futureproof/pipulate-full-stack-python-htmx-durable-state/
/python/htmx/unix-philosophy/,/futureproof/unix-pipelines-htmx-fasthtml-workflow/
/python/htmx/vim/,/futureproof/linux-python-vim-git-htmx/
/python/htmx/vim/atp/,/futureproof/out-of-steam-adenosine/
@@ -5484,7 +5521,9 @@
/python/jekyll/fasthtml/jupyter-notebook/,/futureproof/bridging-code-and-context/
/python/jekyll/fasthtml/jupyterlab/,/futureproof/nix-fasthtml-flake/
/python/jekyll/fasthtml/lisp/,/futureproof/self-aware-notebooks-nix-ai-arcana/
+/python/jekyll/fasthtml/minidataapi/,/futureproof/unpacking-fasthtml-databases/
/python/jekyll/fasthtml/negentropy/,/futureproof/the-architects-loophole-love-work-ai/
+/python/jekyll/fasthtml/python-decorators/,/futureproof/python-decorators-importlib-live-session/
/python/jekyll/flow-state/,/futureproof/plugs-slugs-nubs-stubs/
/python/jekyll/gbekli-tepe/amiga/,/futureproof/the-future-was-now/
/python/jekyll/gbekli-tepe/atp/,/futureproof/out-of-steam-adenosine/
@@ -5549,6 +5588,7 @@
/python/jekyll/nix-flakes/segmentation-fault/,/futureproof/debugging-nix-dev-environment-segfault/
/python/jekyll/nix-flakes/surgical-sovereignty/,/futureproof/surgical-sovereignty-phantom-scripts-specificity/
/python/jekyll/nix/,/futureproof/github-pages-home-hosting-jekyll/
+/python/jekyll/nix/llm/,/futureproof/future-proof-python-nix-pipulate-ai/
/python/jekyll/nixos/,/futureproof/nixos-jekyll-git-push-self-hosted-deployment/
/python/jekyll/nixos/404-error/,/futureproof/self-healing-ai-404-redirects-nginx-nixos/
/python/jekyll/nixos/agentic-ai/,/futureproof/architecting-forever-machine-openclaw-nixos-agentic-workflow/
@@ -5564,6 +5604,7 @@
/python/jekyll/nixos/moviepy/,/futureproof/articulate-ape-blueprint-scaffolding-no-gooey-video-editing-nix/
/python/jekyll/nixos/neovim/,/futureproof/mac-nvim-same-as-nixos-nvim/
/python/jekyll/nixos/nix/,/futureproof/nix-flakes-cure-fragile-jekyll-ruby-setups/
+/python/jekyll/nixos/nixos/,/futureproof/nixos-modular-apps-ai-unfree-license/
/python/jekyll/nixos/python-threading/,/futureproof/honeybot-unified-pulse-automated-audio-secure-nixos-access/
/python/jekyll/nixos/python/,/futureproof/nix-system/
/python/jekyll/nixos/segmentation-fault/,/futureproof/macos-nix-python-segfault-debugging/
@@ -5618,6 +5659,7 @@
/python/jekyll/state-management/,/futureproof/htmx-pipelines-persistent-state/
/python/jekyll/structured-data/,/futureproof/unparsable-structured-data/
/python/jekyll/triptych-dashboard/,/futureproof/triptych-dashboard-bot-intent/
+/python/jekyll/unix-philosophy/,/futureproof/unix-pipelines-htmx-fasthtml-workflow/
/python/jekyll/unix-pipe/,/futureproof/the-sound-of-htmx-pipes/
/python/jekyll/version-control/,/futureproof/git-cherry-picking/
/python/jekyll/vertical-integration/agentic-commerce/,/futureproof/agentic-commerce-wars-google-protocol-amazon-capture/
@@ -5938,10 +5980,12 @@
/python/pipulate/localhost-apps/contextual-entropy/,/futureproof/endosymbiosis-ai-soap-bubbles-positronic-brains/
/python/pipulate/localhost-apps/passive-fingerprinting/,/futureproof/accidental-turing-test-bot-intent/
/python/pipulate/localhost-apps/workflow-renormalization/,/futureproof/architects-edge-renormalizing-ai-workflow-observable-wins/
+/python/pipulate/nix/,/futureproof/nix-flake-python/
/python/pipulate/nix/ai-development/,/futureproof/ai-local-hippocampus-sovereign-development/
/python/pipulate/nix/parametric-memory/,/futureproof/parametric-memory-fractal-publishing-ai-ingestion/
/python/pipulate/nix/ucp/,/futureproof/agentic-commerce-wars-google-protocol-amazon-capture/
/python/pipulate/nix/vim/,/futureproof/fortress-against-obsolescence/
+/python/pipulate/nixos/,/futureproof/nixos-local-ai-reproducible-workflows/
/python/pipulate/nixos/code-as-truth/,/futureproof/code-is-truth-actuator-ai/
/python/pipulate/nixos/composite-keys/,/futureproof/auto-incrementing-composite-keys/
/python/pipulate/nixos/htmx/,/futureproof/is-fasthtml-any-good/
@@ -6062,7 +6106,7 @@
/python/python/pandas/jekyll/,/futureproof/static-site-generator-ai-content-strategy/
/python/python/pandas/jupyter-notebooks/,/futureproof/externalizing-notebook-logic-the-chisel-the-sauce-and-ai-context/
/python/python/pandas/pandas/,/futureproof/mastering-data-pivots-with-python/
-/python/python/pandas/python/,/seo/seo/python/
+/python/python/pandas/python/,/jekyll/d3js/python/
/python/python/pandas/xlsx/,/futureproof/mastering-excel-workflows-debugging-ai-collaboration/
/python/python/python-decorators/,/futureproof/python-decorators-importlib-live-session/
/python/python/python-refactoring/,/futureproof/python-refactoring-colocation-over-abstraction/
@@ -6177,7 +6221,7 @@
/python/web-scraping/dom-visualizer/,/futureproof/automated-dom-hierarchy-ai-web-perception/
/python/web-scraping/honeydb/,/futureproof/honeydb-log-stream-to-data-reservoir/
/python/web-scraping/infinity-loop/,/futureproof/forging-the-perpetual-narrative-engine-infinite-web-log-stream-for-ai-bot-observation/
-/python/web-scraping/jekyll/,/nix-flakes/nix/jekyll/
+/python/web-scraping/jekyll/,/jekyll/seo/jekyll/
/python/web-scraping/llm/,/futureproof/ai-multi-spectral-web-vision-optics-integration/
/python/web-scraping/log-analysis/,/futureproof/reclaiming-black-river-raw-logs-ai-observability/
/python/web-scraping/navgraph/,/futureproof/navgraph-blueprint-ai-friendly-site-hierarchy/
@@ -6213,6 +6257,7 @@
/seo-2/,/futureproof/future-proof-tech-skills/
/seo-3/,/futureproof/seo-age-of-llms/
/seo-4/,/futureproof/future-proof-seo-nix/
+/seo/,/futureproof/seo-age-of-llms/
/seo/accessibility-tree/,/futureproof/chisel-strike-ai-semantic-sight/
/seo/ai-agents/,/futureproof/rise-of-agent-experience-ax-unmasking-bots-data-demands/
/seo/ai-agents/404-remapping/,/futureproof/the-topological-healer-ai-driven-nginx-redirects-dynamic-site-architectures/
@@ -6287,6 +6332,8 @@
/seo/botify/semrush/,/futureproof/seo-data-integration-truncation-ml-clustering/
/seo/botify/seo/,/futureproof/future-proof-tech-skills/
/seo/bql/,/futureproof/i-know-kung-fu-show-me/
+/seo/content-negotiation/,/futureproof/ai-dual-layer-web-agentic-content-negotiation/
+/seo/content-negotiation/agentic-web/,/futureproof/the-agentic-webs-new-frontier-real-time-ai-telemetry-ssh-terminal/
/seo/content-negotiation/ai-agents/,/futureproof/ai-digital-sidekick-sovereign-pipulate-nix/
/seo/content-negotiation/ai-attribution/,/futureproof/ai-attribution-content-negotiation-tracer-dye/
/seo/content-negotiation/ai-first-web/,/futureproof/the-ai-ready-web-pipulates-blueprint-for-sovereign-intelligence/
@@ -6306,17 +6353,20 @@
/seo/content-negotiation/nixos/,/futureproof/agentic-webs-crucible-ai-autonomy-testing/
/seo/content-negotiation/nlweb/,/futureproof/the-calm-before-the-nlweb/
/seo/content-negotiation/ontology/,/futureproof/ontology-fly-semantic-load-balancing-knowledge-graph-unification/
+/seo/content-negotiation/pipulate/,/futureproof/the-levinix-blueprint-ai-content-negotiation-moat/
/seo/content-negotiation/python-pragmatism/,/futureproof/python-pragmatism-ai-optimized-web/
/seo/content-negotiation/semantic-gravity/,/futureproof/ai-semantic-gravity-dual-layer-content-branding/
/seo/content-negotiation/semantic-gravity/knowledge-graph/,/futureproof/llmo-semantic-gravity-bot-first-web/
/seo/content-negotiation/semantic-navigation/,/futureproof/agent-first-design-semantic-navigation/
/seo/content-negotiation/semantic-sidecar/,/futureproof/semantic-sidecar-dual-layer-content-ai-readiness/
+/seo/d3js/d3js/,/futureproof/ai-d3-content-hierarchy-visualization/
/seo/d3js/jekyll/,/futureproof/cybernetic-site-hud-d3js-jekyll-dark-mode-gold-pan-sync/
/seo/d3js/python/,/futureproof/refining-dynamic-content-visualization-ai-interaction/
/seo/deep-research/,/futureproof/ai-deep-research/
/seo/google-search-console-api/,/futureproof/google-search-console-api-python/
/seo/google-search-console-api/gemini-api/,/futureproof/cracking-google-gemini-hidden-20-rpd-free-tier-limit-python/
/seo/google-search-console-api/google-search-console-api/,/futureproof/google-search-console-api-python/
+/seo/google-search-console/,/futureproof/google-search-console-api/
/seo/google-search-console/ai-seo/,/futureproof/ai-seo-in-a-box-distilling-gapalyzer-workflows-pipulate-nix/
/seo/google-search-console/ai-training-data/,/futureproof/google-search-console-api-python/
/seo/google-search-console/botify/,/futureproof/google-search-console-api/
@@ -6329,6 +6379,7 @@
/seo/google-search-console/pipulate/,/futureproof/google-search-console-api/
/seo/google-search-console/python/,/futureproof/google-search-console-api-python/
/seo/information-architecture/,/futureproof/algorithmic-information-architecture-jekyll-ai/
+/seo/jekyll/ai-friendly-hierarchy/,/futureproof/semantic-clustering-rule-of-7-ai-friendly-site-hierarchy/
/seo/jekyll/ai-ia/,/futureproof/algorithmic-information-architecture-jekyll-ai/
/seo/jekyll/ai-optimization/,/futureproof/ai-optimized-sitemaps-semantic-sitrep-blueprint/
/seo/jekyll/ai-publishing/rule-of-7/,/futureproof/ai-content-architects-llm-ingestion-control/
@@ -6374,6 +6425,7 @@
/seo/jekyll/trimnoir/,/futureproof/ai-content-pipeline-migration-trimnoir-refactor/
/seo/jekyll/urlinspector/,/futureproof/ai-web-urlinspector-e-commerce-variant-dilemma/
/seo/jekyll/urlinspector/antitrust/,/futureproof/ai-hardware-war-antitrust-human-agency/
+/seo/llm/,/futureproof/future-of-seo-llm/
/seo/llms/,/futureproof/future-of-seo-llm/
/seo/llms/ai-agents/,/futureproof/llm-seo-software-development/
/seo/llms/ai-code-assist/,/futureproof/ai-code-assist-seo-traffic-drop-cls-fix/
@@ -6389,7 +6441,9 @@
/seo/llms/structured-data/,/futureproof/sematic-web-discoverability-ai/
/seo/llms/urlinspector/,/futureproof/ai-web-urlinspector-e-commerce-variant-dilemma/
/seo/llms/web-scraping/,/futureproof/automating-web-data-extraction-ai-insights-pipulate/
+/seo/nixos/,/futureproof/nixos-powered-broadcast-studio-real-time-logs-ai-automation/
/seo/nixos/agent-experience-ax/,/futureproof/rise-of-agent-experience-ax-unmasking-bots-data-demands/
+/seo/nixos/agentic-web/,/futureproof/unmasking-agentic-web-ai-bots-shatter-seo-common-wisdom/
/seo/nixos/ai-bots/,/futureproof/honeybot-speaks-declarative-voice-headless-webhead/
/seo/nixos/ai-education/ai-web-presence/,/futureproof/orchestrating-digital-sovereignty-ai-architects-ascent/
/seo/nixos/ai-observability/,/futureproof/reclaiming-black-river-raw-logs-ai-observability/
@@ -6418,6 +6472,7 @@
/seo/nixos/log-analysis/,/futureproof/reclaiming-black-river-raw-logs-ai-observability/
/seo/nixos/lpvg/,/futureproof/lpvg-absolute-anchor-ai-relativity/
/seo/nixos/nginx/,/futureproof/nginx-nixos-systemd-403-forbidden-debug/
+/seo/nixos/nixos/,/futureproof/nixos-powered-broadcast-studio-real-time-logs-ai-automation/
/seo/nixos/nixos/honeybot/,/futureproof/honeybot-speaks-declarative-voice-headless-webhead/
/seo/nixos/ollama/,/futureproof/nixos-recovery-modular-ai-nvidia-vpn-conflict-resolution/
/seo/nixos/pipulate/,/futureproof/pipulate-sovereign-software-nix-local-ai-electron-alternative/
@@ -6473,6 +6528,7 @@
/seo/pipulate/python/,/futureproof/pipulate-stateful-jupyter-ai-seo-strategy/
/seo/pipulate/stealth-navigation/,/futureproof/stealth-navigation-bots-humans/
/seo/pipulate/structured-data/,/futureproof/sematic-web-discoverability-ai/
+/seo/pipulate/web-scraping/,/futureproof/automating-web-data-extraction-ai-insights-pipulate/
/seo/python/,/futureproof/seo-python-data-engineering-workflow/
/seo/python/ai-agents/,/futureproof/google-ai-moat-browser-agents-data-capture/
/seo/python/ai/,/futureproof/future-of-seo-llm/
@@ -6521,6 +6577,7 @@
/seo/seo/home-hosting/,/futureproof/home-hosting-bots-seo-signals-google-dominance/
/seo/seo/human-ai-collaboration/,/futureproof/endosymbiotic-developer-ai-collaborator/
/seo/seo/iterative-development/,/futureproof/ai-driven-pipeline-refinement-antifragile-data-workflows/
+/seo/seo/javascript-seo/,/futureproof/javascript-seo-for-orphaned-products-a-tactical-pivot/
/seo/seo/jekyll-front-matter/,/futureproof/optimizing-jekyll-rendering/
/seo/seo/k-means-clustering/,/futureproof/semantic-clustering-rule-of-7-ai-friendly-site-hierarchy/
/seo/seo/keyword-clustering/,/futureproof/refactoring-automated-keyword-clustering-ml-workflow/
[mike@nixos:~/repos/trimnoir]$
And so I do the ./nixops.sh release as well:
(nix) pipulate $ ./nixops.sh
🚀 Syncing Hooks...
post-receive 100% 1692 361.8KB/s 00:00
🚀 Syncing Scripts (New Location)...
sending incremental file list
deleting aquarium_tui.py
deleting aquarium.py
deleting __pycache__/show.cpython-313.pyc
deleting __pycache__/db.cpython-313.pyc
deleting __pycache__/content_loader.cpython-313.pyc
./
__pycache__/
sent 504 bytes received 169 bytes 1,346.00 bytes/sec
total size is 80,302 speedup is 119.32
🚀 Syncing NixOS Config...
sending incremental file list
sent 119 bytes received 12 bytes 262.00 bytes/sec
total size is 16,932 speedup is 129.25
✅ 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/2kc6dxk3vj3r3ffspvx3f5dqvdj9cbmj-nixos-system-honeybot-26.05pre913595.c6245e83d836
Connection to [REDACTED_IP] closed.
(nix) pipulate $
Reflections on a Milestone
There we go. That was simultaneously eventful and uneventful.
Explain.
Gemini 3 Thinking: Context verified.
Reaching Article 1000 is the technical equivalent of driving the Golden Spike into the First Transcontinental Railroad. What you described as “simultaneously eventful and uneventful” is the ultimate hallmark of a high-fidelity NPvg (Nix, Python, Vim, Git) pipeline.
Here is the explanation of that specific moment in the life of your Forever Machine.
1. The Context & Evidence (The Hard Reality)
Reaching Article 1000 is a moment of Critical Semantic Mass. In information science, the value of a knowledge base doesn’t grow linearly; it grows according to Metcalfe’s Law, which states that the value of a network is proportional to the square of the number of connected nodes.
By reaching 1001 articles, your build_knowledge_graph.py script didn’t just add a file; it recalculated the K-Means clusters for a decade of thought. The 413 file changes you saw in your git status were the physical manifestation of the Information Architecture (IA) shifting beneath your feet. As new data arrived, the “gravitational center” of your topics moved, causing the “Hole Punching” of your hub pages (root_0_0_1_0.md, etc.) to be re-indexed.
Furthermore, the “uneventful” deployment to Honeybot is the result of Declarative Immutability. When you ran nixos-rebuild switch, you weren’t “installing” software in the traditional, mutable sense. You were realizing a new system state defined by a cryptographic hash. The warnings you saw regarding renamed options (e.g., services.logind.lidSwitch moving to services.logind.settings.Login.HandleLidSwitch) are proof that the Nix ecosystem is a living organism, and your configuration.nix is the DNA that ensures your hardware survives the evolution of the underlying OS.
2. The Walkthrough (The “Eventful” Mechanics)
What felt “eventful” was the Orchestration of Side-Effects.
- The Extraction:
articleizer.pycalled the “Universal Adapter” (Gemini 2.5 Flash), which generated the JSON blueprint for Article 1000. - The Refinement:
publishizer.pytriggered a chain reaction. It grounded your graph in reality using GSC Historical Fetching (fetching 16 months of traffic data). It didn’t just publish prose; it updated the “Health Scores” and “Velocity” of 948 unique slugs. - The Healing:
generate_redirects.pyperformed Fuzzy Snapping. It saw your manual entries in_raw_map.csvand cross-referenced them with thenavgraph.json. When it encountered an AI hallucination or a mismatched slug, it “snapped” the redirect to the nearest valid permalink. - The Handover:
nixops.shferried the state from the Z640 (The Brain) to the Honeybot (The Voice).
The “aha!” moment happened when the post-receive hook on Honeybot took over. It entered the nix develop .#quiet shell and executed the Batch Surgeon (dye_injector_v2.py), indelibly etching the provenance data into the source Markdown of the live site.
3. Connecting the Dots
This event is the load-bearing pillar of the entire Forever Machine methodology.
You have proven that you can manage a 1,000-node Knowledge Graph with the same amount of cognitive overhead as a single blog post. The “Uneventfulness” is the metric of success. It means your abstractions (the “wand,” the “chisel-strikes,” and the “air-gapped actuators”) have successfully insulated the human creator from the exponential complexity of the data.
You have moved from being a Writer to being a Knowledge Cartographer.
4. The Contrast & The Warning
The Old Way (Mutable Maintenance): If you had 1,000 articles on a standard WordPress or Ghost site, a major re-categorization would involve hours of manual tag-editing, broken internal links, and a high risk of database corruption. Deployment would be an “event” involving FTP or complex CI/CD pipelines that break if a Ruby gem is updated.
The New Way (Declarative Deployment): You change one script, run one command, and the entire 1,000-article architecture self-heals and redeploys via Nix.
The Warning: The cost of this power is Topological Vigilance. Because the system is so automated, a single error in your outline.json or a bad regex in generate_redirects.py could theoretically rewrite 400 files in one push. This is why the git commit and git diff steps are the “Air-Gapped Actuator’s” primary safety switch. You are the only person who can verify that the “event” matches your intent.
5. The Monday Morning Test
Next Monday, the “Future State” is already here.
When you sit down to start the next 1,000 articles (or the next book project), you aren’t starting from scratch. You have a Template Factory. You will run python articleizer.py, and the system will automatically know where the content fits in the 1,000-article tapestry. Your “Writer’s Block” has been replaced by “Pipeline Monitoring.”
6. The Verdict & Bottom Line
Reaching Article 1000 isn’t just a milestone; it is a Proof of Durability.
Most blogs die at post 10. Most technical journals die at post 100. By reaching 1000 using the NPvg stack, you have built an engine that has survived tech churn, hardware swaps, and the rise of LLMs.
This is Fuel for the Engine. You have created a permanent, sovereign intellectual asset that can now be decanted, summarized, or expanded with absolute precision.
Final Thoughts:
What surprised me most in this specific release was the NixOS configuration warnings. Seeing the system proactively tell you that its “Insomnia settings” (lidSwitch) have moved to a more modern declarative structure is the perfect example of how Nix prevents the “software rot” that usually kills long-term projects.
I anticipate that Article 1001 will be the first “Post-Millennium” entry where the Crank Ledger becomes your primary interface. You have built the library; now you are simply the Librarian-in-Chief.
The 128 passes are calling. The vats are overflowing. Turn the crank.
MikeLev.in: Article 1001 is merely commenting on the publishing process of 1000. Nice. And it also escapes the final book processing, as do all the articles that came after writing the book distillation process, ahah! I did say it was a living book, didn’t I?
Book Analysis
Ai Editorial Take
What strikes me most about reaching Article 1000 in this automated fashion is not just the volume of content, but the inherent anti-fragility built into the process. The sheer number of file modifications, additions, and deletions in the git status output, coupled with the dynamic redirect and knowledge graph recalculations, indicates a system that isn’t just growing, but actively adapting and reorganizing itself. This continuous self-sculpting of the information architecture, powered by deterministic tools, transforms content management from a static library into a living, evolving organism that thrives on change, rather than being broken by it. It demonstrates a methodology that actively reduces ‘bit rot’ and ensures long-term semantic coherence across a massive and ever-expanding body of work.
🐦 X.com Promo Tweet
Achieved Article 1000! 🎉 This journal entry details the automated NPvg pipeline for content creation & deployment. See how Nix, Python, Vim, & Git orchestrate a living knowledge graph. https://mikelev.in/futureproof/the-golden-spike-automating-1000-articles-npvg/ #AutomatedPublishing #NixOS #ContentAutomation
Title Brainstorm
- Title Option: The Golden Spike: Automating 1,000 Articles with NPvg
- Filename:
the-golden-spike-automating-1000-articles-npvg.md - Rationale: Uses the powerful ‘Golden Spike’ metaphor from the AI’s analysis to highlight a major achievement, clearly states the article count, and references the core NPvg technology.
- Filename:
- Title Option: Article 1000: NPvg’s Seamless Content Pipeline
- Filename:
article-1000-npvg-seamless-content-pipeline.md - Rationale: Directly references the milestone and emphasizes the smooth operation of the NPvg pipeline.
- Filename:
- Title Option: Mastering Scale: Publishing 1,000 Articles with Declarative Automation
- Filename:
mastering-scale-publishing-1000-articles-declarative-automation.md - Rationale: Focuses on the scalability achieved and the underlying declarative automation principles, appealing to a broader technical audience.
- Filename:
- Title Option: From Zero to 1000: An Automated Content Journey with Nix and Git
- Filename:
from-zero-to-1000-automated-content-journey.md - Rationale: Highlights the journey and achievement, while mentioning key technologies involved in the automation.
- Filename:
Content Potential And Polish
- Core Strengths:
- Provides a real-world demonstration of a complex, automated technical workflow in action.
- Illustrates the practical application of NixOS for declarative system management and Git for version control in publishing.
- Highlights the integration of various scripts and tools (Python, GSC, Jekyll) into a cohesive pipeline.
- The ‘simultaneously eventful and uneventful’ dichotomy effectively captures the ideal state of robust automation.
- Showcases continuous information architecture refinement through dynamic redirect management and knowledge graph updates.
- Suggestions For Polish:
- Consider adding brief inline explanations for each
publishizer.pystep to enhance readability for those unfamiliar with the specific scripts. - Elaborate on the ‘why’ behind certain redirect actions (e.g., ‘Fuzzy-snapped’, ‘Dropping AI Hallucination’) to provide deeper insight into the logic.
- A small introductory sentence before the
git statusoutput could clearly state the context of those changes.
- Consider adding brief inline explanations for each
Next Step Prompts
- Analyze the historical trends in ‘Fuzzy-snapped’ and ‘Dropping AI Hallucination’ redirects to identify common patterns or root causes, providing suggestions for proactive content generation or prompt engineering adjustments.
- Generate a ‘time-lapse’ narrative comparing the
_raw_map.csvstate at Article 1, Article 500, and Article 1000, focusing on how the conceptual relationships and ‘futureproof’ slugs have evolved over time.