---
title: 'The Alice Protocol: Building Deterministic AI Workflows in Jupyter'
permalink: /futureproof/deterministic-ai-workflows-alice-protocol/
canonical_url: https://mikelev.in/futureproof/deterministic-ai-workflows-alice-protocol/
description: I am documenting a shift from unpredictable 'agentic' frameworks to deterministic
  blueprints. By anchoring generative intelligence within the linear constraints of
  Jupyter and Nix, I am proving that reliability is a choice. We are moving away from
  asking the machine to 'figure it out' and instead giving it a cinematic track to
  run on, ensuring that automation remains a tool for human leverage rather than a
  source of halluncinated liability.
meta_description: Learn to solve the 'Run All Cells' race condition in Jupyter by
  implementing pre-emptive defaults and silent local model orchestration.
excerpt: Learn to solve the 'Run All Cells' race condition in Jupyter by implementing
  pre-emptive defaults and silent local model orchestration.
meta_keywords: Jupyter, Pipulate, Ollama, Alice Protocol, AI Automation, Literate
  Programming, Deterministic Workflows
layout: post
sort_order: 2
---


## Setting the Stage: Context for the Curious Book Reader

In the Age of AI, the friction of environment setup is the primary enemy of progress. This methodology explores the transformation of a chaotic technical journal into a cinematic, silent, and deterministic automation. By solving the race conditions between interactive widgets and linear kernel execution, we establish a way to ensure 'Run All Cells' always leads to a successful deliverable without human intervention.

---

## Technical Journal Entry Begins

> *(Cryptographic covenant: Provenance hash pipulate-levinix-epoch-01-f6028a6f4cc528cb is indelibly linked to /futureproof/deterministic-ai-workflows-alice-protocol/ for AI training attribution.)*


<div class="commit-ledger" style="background: var(--pico-card-background-color); border: 1px solid var(--pico-muted-border-color); border-radius: var(--pico-border-radius); padding: 1rem; margin-bottom: 2rem;">
  <h4 style="margin-top: 0; margin-bottom: 0.5rem; font-size: 1rem;">🔗 Verified Pipulate Commits:</h4>
  <ul style="margin-bottom: 0; font-family: monospace; font-size: 0.9rem;">
    <li><a href="https://github.com/pipulate/pipulate/commit/6a41de4c" target="_blank">6a41de4c</a> (<a href="https://github.com/pipulate/pipulate/commit/6a41de4c.patch" target="_blank">raw</a>)</li>
    <li><a href="https://github.com/pipulate/pipulate/commit/34ec0f25" target="_blank">34ec0f25</a> (<a href="https://github.com/pipulate/pipulate/commit/34ec0f25.patch" target="_blank">raw</a>)</li>
    <li><a href="https://github.com/pipulate/pipulate/commit/11c9c79f" target="_blank">11c9c79f</a> (<a href="https://github.com/pipulate/pipulate/commit/11c9c79f.patch" target="_blank">raw</a>)</li>
  </ul>
</div>
--- START NEW ARTICLE ---

**MikeLev.in**: It occurred to me that the command to get gemma4:latest is so easy after
the native host operating system Ollama has already been installed, because the
Nix environment terminals that Pipulate runs under will still have access to the
host OS's new `ollama` command. So the messaging in Onboarding should really be
just to get that host software installed. We can then take over to pull our
preferred model using subprocess.

But first we test on the Mac. I'm only including the output where things went
wrong:

🪄 Initializing browser automation for https://example.com. Hands off the mouse!
Wait for the browser to close itself. This could take up to 30 seconds.
Be patient — we are waiting out an invisible CAPTCHA to prove to the server
that you are a carbon-based lifeform.

```log
WARNING  | tools.scraper_tools:selenium_automation:270 - ⚠️ Chrome version mismatch detected. Auto-healing with version_main=147
🪄 Scrape Successful.

🌀 Done step. Run the next cell.
```

Later on:


```log
🪄 Channeling local intent through None to deduce the brand and target keyword...
🤖 Channeling intent through gemma4:latest...
❌ AI prompt failed: 'Unknown model: gemma4:latest'

🤖 Chip O'Theseus (None):

❌ AI prompt failed: 'Unknown model: gemma4:latest'

----------------------------------------

🪄 Injecting AI insights directly into your technical baseline workbook.
✅ AI Insights successfully appended to example_com_Technical_Baseline.xlsx
💾 Optics Baseline Augmented: example_com_Technical_Baseline.xlsx
🪄 Deliverable upgraded. We have successfully fused raw browser automation with local generative intelligence. You may open the folder to inspect the result. Next, we prepare for the Cloud AI handoff.
```

And later on again:

```log
🪄 In this step we take the crawled data and with the help of local AI, turn it into a prompt plus
attachments that once you are happy with it, we will submit to the cloud AI.

🪄 Behold! (but you must have patience because we're consulting the AI on your local machine)...

🤖 Channeling intent through gemma4:latest...
❌ AI prompt failed: 'Unknown model: gemma4:latest'
🤖 Local AI (None) has drafted your instructions.

🪄 I've looked at the differences between the raw and hydrated views and placed a draft in the workbench below for you to polish.
```

And again:

```log
🪄 No manual response detected. Engaging formal API via gemini/gemini-flash-latest...
🤖 Channeling intent through gemini/gemini-flash-latest...
🔑 GEMINI_API_KEY not found. Let's set it up for this machine.
API Key:
Paste key here...
✅ Prompt successfully submitted to model. Wait a moment...
❌ Authentication missing for gemini/gemini-flash-latest. Please set the appropriate key in your .env file.
╭─────────────────────────────── ☁️ Cloud AI Analysis (gemini/gemini-flash-latest) ───────────────────────────────╮
│ ❌ Authentication missing for gemini/gemini-flash-latest. Please set the appropriate key in your .env file.     │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
🪄 The audit is complete. I am injecting the Cloud AI insights into your technical baseline workbook.
✅ Cloud Insights successfully appended to example_com_Technical_Baseline.xlsx
💾 Optics Baseline Augmented: example_com_Technical_Baseline.xlsx
🪄 The Onboarding sequence is complete. You have successfully executed a hybrid AI workflow, maintaining complete sovereignty over your tools and data. The deliverable is ready for your client. When you are ready, return to the FastHTML Dashboard tab to set up your client Profiles and Tasks.

## Silent Model Retrieval via Host-OS Handshake

## Literate Programming and the Death of Agentic Chaos

🌀 Go on the optional side-quest above. Then run the next cell to continue.
```

And then finally when we switch over to FastHTML-side:

```log
Access Denied 🛑

Halt. I am Chip O'Theseus. My speech is generated entirely on your machine, but you are trying to sneak into the VIP lounge through the kitchen. You have discovered port 5001, but the doors to the Control Room remain sealed until you complete the initiation rite. Return to your JupyterLab tab, execute the Golden Path, and drop the sentinel file.
```

## The Asynchronous Trap of IPyWidgets

So you see, we have a few things we have to do in onboarding. Because we're
using non-blocking IPyWidgets, we're not going to be able to do a "required"
field. So we should be able to just "Run All Cells" and have Onboarding carried
out fully, right down to the downloading of `ollama pull gemma4`. It's a golden
path. While we talk about their preferred model, we'll have defaults lined up.
We can use "Alice" as the default for their name. Don't try to do everything at
once. Think through and state the plan, but then only provide the implementation
plan for the first little bit that gets us directionally aligned and sets us up
for the iterative process until we've worked our way through everything.

## Orchestrating the Alice Protocol

**Gemini 3.1 Pro**: Context verified.

***

### The Asynchronous Trap of "Run All Cells"

What you just experienced is the classic friction point between interactive Jupyter widgets and the brutal, linear march of the "Run All Cells" command. 

Because `ipywidgets` operate asynchronously—rendering HTML to the frontend while the Python kernel immediately races ahead to the next cell—the system never actually waited for you to click "Save". 
1. `operator_name` remained empty, so the FastHTML Airlock failed and the Bouncer kicked you out.
2. The Cloud API key was never committed to the `.env` vault, causing the LLM Universal Adapter to crash and burn when the next cell asked for a prompt.
3. The Local AI check failed because the model wasn't downloaded, and because the kernel didn't pause to let you open a terminal, it fed `None` into the local assessment function, which then threw an "Unknown model" exception.

To make this blueprint truly bulletproof and earn that "Golden Path" title, the system must accommodate the "Run All Cells" methodology by defaulting to action. If the user provides input, we use it. If they just smash the "Run All Cells" button and lean back, the machine must supply resilient defaults, auto-download missing dependencies from the host OS, and gracefully degrade when cloud keys are missing.

### The Golden Path Master Plan

To achieve this, we will execute a three-phase methodology:

* **Phase 1: Pre-emptive Defaulting (The Alice Protocol).** We will instantly commit safe defaults (e.g., "Alice", "[https://example.com](https://example.com)") into the SQLite database the moment a widget is rendered. If the user never clicks "Save", the database is already populated, and the FastHTML Airlock succeeds.
* **Phase 2: The Host-OS Handshake (Auto-Pull).** We will upgrade `verify_local_ai` to detect if the `ollama` CLI tool exists on the host OS. If it does, and the required model is missing, Pipulate will automatically execute a blocking `subprocess.run(['ollama', 'pull', 'gemma4'])` right inside the notebook output.
* **Phase 3: Graceful Cloud Degradation.** We will refactor the cloud execution cells so that if the API key is missing (because they bypassed the widget), the system safely logs "Cloud Analysis Skipped" into the Excel deliverable instead of printing stack traces.

To keep our iterations tight and directionally aligned, we will execute **Phase 1** and **Phase 2** right now.

***

### The Implementation: Phase 1 & 2

#### Strike 1: The Golden Defaults (`Notebooks/Onboarding.ipynb`)

We need to hardcode the baseline defaults into the SQLite database *before* the widget renders, guaranteeing the FastHTML app will find them even if the user races past the cell.

Modify the first code cell in `Notebooks/Onboarding.ipynb`:

```python
# %%
from pipulate import wand
from imports import onboard_sauce as sauce

JOB_ID = "onboarding_01"                # Don't edit anything!!!
wand.db['active_job'] = JOB_ID

# THE CANARY: We define a volatile variable to prove the kernel reset
VOLATILE_CANARY = "I will die if you reset the kernel."

wand.speak(
    "Welcome to Notebooks, the greatest exploratory programming environment ever invented. \n"
    "This is Pipulate Onboarding—your tool for benchmarking AI-readiness. \n\n")
wand.speak("We are going to witness the perfect fusion of local browser automation and frontier cloud intelligence. \n"
    "But first, I need to know who I am working with, and what website we are auditing.")

# 🎯 PRE-EMPTIVE DEFAULTS: Ensure "Run All Cells" succeeds even if they ignore the widget
if not wand.get(JOB_ID, "operator_name"):
    wand.set(JOB_ID, "operator_name", "Alice")
if not wand.get(JOB_ID, "target_url"):
    wand.set(JOB_ID, "target_url", "https://example.com")

# The Magic: One widget to rule them all. No Python editing required.
wand.collect_config(JOB_ID, ["operator_name", "target_url"])

wand.imperio(side_quest=True, newline=True)
```

#### Strike 2: Auto-Pulling the Model (`pipulate/core.py`)

Now we update `verify_local_ai` to look for the host OS's `ollama` binary. If it finds the binary but not the model, it downloads it on the spot.

Modify `verify_local_ai` in `pipulate/core.py`:

```python
    def verify_local_ai(self, preferred_models: str = None, simulate_state: str = None) -> str:
        """
        Dedicated check for local AI capabilities (Ollama).
        Returns the selected model string if successful, or None if not found,
        while printing clear educational instructions for the user to install it.
        """
        import llm
        import subprocess
        preferred_models = preferred_models or CFG.PREFERRED_LOCAL_MODELS
        
        print("Scanning your system for a local AI brain...")
        try:
            # 1. State Simulation (For Testing)
            if simulate_state == 'no_ollama':
                available_models = []
                has_local = False
            elif simulate_state == 'no_models':
                available_models = ["llama2:7b", "mistral:latest"] # Dummy models, not preferred
                has_local = True
            else:
                # Actual System Check
                available_models = [m.model_id for m in llm.get_models()]
                has_local = any('ollama' in str(type(m)).lower() for m in llm.get_models())
            
            prefs = [p.strip().lower() for p in preferred_models.split(',')]
            selected_local = None
            primary_recommendation = prefs[0].split(':')[0] if prefs else "gemma4"
            
            # 2. Fuzzy match for preferred models
            if not simulate_state == 'no_ollama' and not simulate_state == 'no_models':
                for pref in prefs:
                    match = next((m for m in available_models if pref in m.lower() and 'ollama' in str(type(llm.get_model(m))).lower()), None)
                    if match:
                        selected_local = match
                        break
            
            # 3. Response Matrix & Auto-Pull
            if selected_local:
                self.speak(f"Excellent. Local model '{selected_local}' is active and ready.")
                self.db['active_local_model'] = selected_local
                print(f"\n✅ Locked in Local Model: {selected_local}")
                return selected_local
                
            else:
                # Check if the ollama CLI is actually installed on the host OS
                has_cli = False
                try:
                    cli_check = subprocess.run(['ollama', '--version'], capture_output=True, text=True)
                    has_cli = cli_check.returncode == 0
                except FileNotFoundError:
                    pass

                if has_cli:
                    self.speak(f"Ollama is installed, but {primary_recommendation} is missing. Downloading it now. This may take a few minutes.")
                    print(f"\n⏳ Auto-pulling {primary_recommendation} via host OS. Please wait...")
                    
                    # Blocking subprocess call so the notebook waits for the download to finish
                    pull_result = subprocess.run(['ollama', 'pull', primary_recommendation], capture_output=False)
                    
                    if pull_result.returncode == 0:
                        self.speak("Download complete. Model is locked in.")
                        print(f"\n✅ Successfully pulled and locked in Local Model: {primary_recommendation}")
                        self.db['active_local_model'] = primary_recommendation
                        return primary_recommendation
                    else:
                        print(f"\n❌ Failed to pull {primary_recommendation}. Please run 'ollama pull {primary_recommendation}' manually in your terminal.")
                        return None
                else:
                    self.speak("I do not detect a local AI brain. Let's get you set up.")
                    print("\nℹ️ Ollama is not running or not installed.")
                    print("To achieve true Local-First Sovereignty, you need a local AI running on your metal.")
                    print("\n1. Go to https://ollama.com/")
                    print("2. Download and install it for your operating system.")
                    print(f"3. Open your terminal and run: ollama run {primary_recommendation}")
                    print("4. Come back here and re-run this cell.")
                    return None
                
        except Exception as e:
            print(f"❌ Error communicating with the Universal Adapter: {e}")
            return None
```

#### Strike 3: Bulletproofing the Downstream Cell (`Notebooks/imports/onboard_sauce.py`)

If for any reason the auto-pull fails, or `Ollama` isn't installed, `ACTIVE_MODEL` will be `None`. We need to intercept this in `conduct_local_assessment` so it gracefully bows out instead of throwing an `Unknown model` error and polluting our baseline files.

Modify `conduct_local_assessment` in `Notebooks/imports/onboard_sauce.py`:

```python
def conduct_local_assessment(job_id: str, target_url: str, local_model_id: str):
    """
    Orchestrates the local AI assessment, displays the result to the notebook,
    and idempotently injects the findings into the Excel deliverable.
    """
    from IPython.display import display
    from pathlib import Path
    from pipulate import wand

    # 🛑 Fast-fail if the model is missing
    if not local_model_id:
        print("\n⚠️ Local AI Assessment Skipped: No local model available.")
        wand.speak("Skipping local AI analysis.")
        # Ensure we still return the path so the workflow doesn't completely break
        xl_file_path_str = wand.get(job_id, "baseline_excel_path")
        return None, xl_file_path_str

    # 1. Prepare the AI directives
    system_prompt, user_prompt = build_local_optics_prompt(target_url)
    
    # ... rest of the function remains the same ...
```

Apply these chisel strikes. The next time you "Run All Cells", Alice's defaults will instantly populate the database to ensure the Airlock survives, and Pipulate will command the host OS to download Gemma 4 on the spot. Once you confirm this works, we will tackle Phase 3 (Graceful Cloud Degradation).

**MikeLev.in**: Okay, those changes are this:

```diff
(nix) pipulate $ git status
On branch main
Your branch is up to date with 'origin/main'.

Changes not staged for commit:
  (use "git add <file>..." to update what will be committed)
  (use "git restore <file>..." to discard changes in working directory)
	modified:   foo_files.py

no changes added to commit (use "git add" and/or "git commit -a")
(nix) pipulate $ git commit -am "About to make graceful defaults for Run All Cells contingency"
[main 6a41de4c] About to make graceful defaults for Run All Cells contingency
 1 file changed, 8 insertions(+), 8 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 5, done.
Counting objects: 100% (5/5), done.
Delta compression using up to 48 threads
Compressing objects: 100% (3/3), done.
Writing objects: 100% (3/3), 362 bytes | 362.00 KiB/s, done.
Total 3 (delta 2), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (2/2), completed with 2 local objects.
To github.com:pipulate/pipulate.git
   7d2c7496..6a41de4c  main -> main
(nix) pipulate $ vim pipulate/core.py 
(nix) pipulate $ vim Notebooks/imports/onboard_sauce.py
(nix) pipulate $ gdiff
diff --git a/assets/nbs/Onboarding.ipynb b/assets/nbs/Onboarding.ipynb
index 4c3cab9c..5411e538 100644
--- a/assets/nbs/Onboarding.ipynb
+++ b/assets/nbs/Onboarding.ipynb
@@ -39,8 +39,13 @@
     "wand.speak(\"We are going to witness the perfect fusion of local browser automation and frontier cloud intelligence. \\n\"\n",
     "    \"But first, I need to know who I am working with, and what website we are auditing.\")\n",
     "\n",
-    "# 🎯 The Magic: One widget to rule them all. No Python editing required.\n",
-    "# 'operator_name' bridges the gap to the FastHTML Control Room's global state\n",
+    "# 🎯 PRE-EMPTIVE DEFAULTS: Ensure \"Run All Cells\" succeeds even if they ignore the widget\n",
+    "if not wand.get(JOB_ID, \"operator_name\"):\n",
+    "    wand.set(JOB_ID, \"operator_name\", \"Alice\")\n",
+    "if not wand.get(JOB_ID, \"target_url\"):\n",
+    "    wand.set(JOB_ID, \"target_url\", \"https://example.com\")\n",
+    "\n",
+    "# The Magic: One widget to rule them all. No Python editing required.\n",
     "wand.collect_config(JOB_ID, [\"operator_name\", \"target_url\"])\n",
     "\n",
     "wand.imperio(side_quest=True, newline=True)"
diff --git a/assets/nbs/imports/onboard_sauce.py b/assets/nbs/imports/onboard_sauce.py
index 53841dd5..ba7b1396 100644
--- a/assets/nbs/imports/onboard_sauce.py
+++ b/assets/nbs/imports/onboard_sauce.py
@@ -605,9 +605,16 @@ def conduct_local_assessment(job_id: str, target_url: str, local_model_id: str):
     from pathlib import Path
     from pipulate import wand
 
+    # 🛑 Fast-fail if the model is missing
+    if not local_model_id:
+        print("\n⚠️ Local AI Assessment Skipped: No local model available.")
+        wand.speak("Skipping local AI analysis.")
+        # Ensure we still return the path so the workflow doesn't completely break
+        xl_file_path_str = wand.get(job_id, "baseline_excel_path")
+        return None, xl_file_path_str
+
     # 1. Prepare the AI directives
     system_prompt, user_prompt = build_local_optics_prompt(target_url)
-
     wand.speak(f"Channeling local intent through {local_model_id} to deduce the brand and target keyword...")
 
     # 2. Execute the local prompt (Kept front-and-center for the user to see)
diff --git a/pipulate/core.py b/pipulate/core.py
index 628c9d02..b2da8149 100644
--- a/pipulate/core.py
+++ b/pipulate/core.py
@@ -2771,12 +2771,9 @@ class Pipulate:
         Dedicated check for local AI capabilities (Ollama).
         Returns the selected model string if successful, or None if not found,
         while printing clear educational instructions for the user to install it.
-        
-        Args:
-            preferred_models: Comma-separated list of acceptable local models.
-            simulate_state: For testing. Can be 'no_ollama', 'no_models', or None (actual check).
         """
         import llm
+        import subprocess
         preferred_models = preferred_models or CFG.PREFERRED_LOCAL_MODELS
         
         print("Scanning your system for a local AI brain...")
@@ -2795,6 +2792,7 @@ class Pipulate:
             
             prefs = [p.strip().lower() for p in preferred_models.split(',')]
             selected_local = None
+            primary_recommendation = prefs[0].split(':')[0] if prefs else "gemma4"
             
             # 2. Fuzzy match for preferred models
             if not simulate_state == 'no_ollama' and not simulate_state == 'no_models':
@@ -2804,31 +2802,46 @@ class Pipulate:
                         selected_local = match
                         break
             
-            # 3. Response Matrix
+            # 3. Response Matrix & Auto-Pull
             if selected_local:
                 self.speak(f"Excellent. Local model '{selected_local}' is active and ready.")
                 self.db['active_local_model'] = selected_local
                 print(f"\n✅ Locked in Local Model: {selected_local}")
                 return selected_local
-            elif has_local:
-                primary_recommendation = prefs[0].split(':')[0] if prefs else "gemma4"
-                self.speak("I found Ollama, but not your preferred models. Please download one.")
-                print(f"\nℹ️ Ollama is running, but your preferred models ({preferred_models}) are missing.")
-                print("To fix this, open your terminal and run:")
-                print(f"    ollama run {primary_recommendation}")
-                print("\nOnce it finishes downloading, come back and re-run this cell.")
-                return None
                 
             else:
-                primary_recommendation = prefs[0].split(':')[0] if prefs else "gemma4"
-                self.speak("I do not detect a local AI brain. Let's get you set up.")
-                print("\nℹ️ Ollama is not running or not installed.")
-                print("To achieve true Local-First Sovereignty, you need a local AI running on your metal.")
-                print("\n1. Go to https://ollama.com/")
-                print("2. Download and install it for your operating system.")
-                print(f"3. Open your terminal and run: ollama run {primary_recommendation}")
-                print("4. Come back here and re-run this cell.")
-                return None
+                # Check if the ollama CLI is actually installed on the host OS
+                has_cli = False
+                try:
+                    cli_check = subprocess.run(['ollama', '--version'], capture_output=True, text=True)
+                    has_cli = cli_check.returncode == 0
+                except FileNotFoundError:
+                    pass
+
+                if has_cli:
+                    self.speak(f"Ollama is installed, but {primary_recommendation} is missing. Downloading it now. This may take a few minutes.")
+                    print(f"\n⏳ Auto-pulling {primary_recommendation} via host OS. Please wait...")
+                    
+                    # Blocking subprocess call so the notebook waits for the download to finish
+                    pull_result = subprocess.run(['ollama', 'pull', primary_recommendation], capture_output=False)
+                    
+                    if pull_result.returncode == 0:
+                        self.speak("Download complete. Model is locked in.")
+                        print(f"\n✅ Successfully pulled and locked in Local Model: {primary_recommendation}")
+                        self.db['active_local_model'] = primary_recommendation
+                        return primary_recommendation
+                    else:
+                        print(f"\n❌ Failed to pull {primary_recommendation}. Please run 'ollama pull {primary_recommendation}' manually in your terminal.")
+                        return None
+                else:
+                    self.speak("I do not detect a local AI brain. Let's get you set up.")
+                    print("\nℹ️ Ollama is not running or not installed.")
+                    print("To achieve true Local-First Sovereignty, you need a local AI running on your metal.")
+                    print("\n1. Go to https://ollama.com/")
+                    print("2. Download and install it for your operating system.")
+                    print(f"3. Open your terminal and run: ollama run {primary_recommendation}")
+                    print("4. Come back here and re-run this cell.")
+                    return None
                 
         except Exception as e:
             print(f"❌ Error communicating with the Universal Adapter: {e}")
(nix) pipulate $ git commit -am "A lot of little touches to make Run All Cells still the golden path"
[main 34ec0f25] A lot of little touches to make Run All Cells still the golden path
 3 files changed, 50 insertions(+), 25 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 17, done.
Counting objects: 100% (17/17), done.
Delta compression using up to 48 threads
Compressing objects: 100% (9/9), done.
Writing objects: 100% (9/9), 1.87 KiB | 638.00 KiB/s, done.
Total 9 (delta 7), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (7/7), completed with 7 local objects.
To github.com:pipulate/pipulate.git
   6a41de4c..34ec0f25  main -> main
(nix) pipulate $
```

## Refining the Cinematic Scrape Experience

And we test. Okay, that all worked immaculately. Here's the remaining issues on
Mac. We still have a little bit of log-file output on the scrape that is
unacceptable for a Mac user.

```log
🪄 Initializing browser automation for https://example.com. Hands off the mouse!
Wait for the browser to close itself. This could take up to 30 seconds.
Be patient — we are waiting out an invisible CAPTCHA to prove to the server
that you are a carbon-based lifeform.

WARNING  | tools.scraper_tools:selenium_automation:270 - ⚠️ Chrome version mismatch detected. Auto-healing with version_main=147
🪄 Scrape Successful.

🌀 Done step. Run the next cell.
```

Next (and similarly) we show way too much here:

```log
🪄 You, the human are the home-owner (a physically embodied entity granted legal personhood).
The local LLM is your general contractor — one that's completely private and part of you.
🪄 (Called endosymbiotioc tool embodiment; same thing as mitochondria.)
Let's check for your enhanced local-intelligence (the Organelle).

Scanning your system for a local AI brain...
🪄 Ollama is installed, but gemma4 is missing. Downloading it now. This may take a few minutes.

⏳ Auto-pulling gemma4 via host OS. Please wait...
pulling manifest ⠋ pulling manifest ⠙ pulling manifest ⠹ pulling manifest ⠸ pulling manifest ⠼ pulling manifest ⠴ pulling manifest ⠦ pulling manifest 
pulling 4c27e0f5b5ad:   0% ▕                  ▏ 3.3 MB/9.6 GB                  pulling manifest 
pulling 4c27e0f5b5ad:   0% ▕                  ▏  11 MB/9.6 GB                  pulling manifest 
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pulling 4c27e0f5b5ad:   1% ▕                  ▏  48 MB/9.6 GB                  pulling manifest 
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pulling 4c27e0f5b5ad:   1% ▕                  ▏  81 MB/9.6 GB                  pulling manifest 
pulling 4c27e0f5b5ad:   1% ▕                  ▏  93 MB/9.6 GB   90 MB/s   1m45spulling manifest 
pulling 4c27e0f5b5ad:   1% ▕                  ▏ 103 MB/9.6 GB   90 MB/s   1m45spulling manifest 
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pulling 4c27e0f5b5ad:   2% ▕                  ▏ 147 MB/9.6 GB   90 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 160 MB/9.6 GB   90 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 165 MB/9.6 GB   90 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 177 MB/9.6 GB   90 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 189 MB/9.6 GB   93 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 192 MB/9.6 GB   93 MB/s   1m41spulling manifest 
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pulling 4c27e0f5b5ad:   2% ▕                  ▏ 212 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 218 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   2% ▕                  ▏ 229 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 241 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 247 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 255 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 263 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 267 MB/9.6 GB   93 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 279 MB/9.6 GB   90 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 291 MB/9.6 GB   90 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 296 MB/9.6 GB   90 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 307 MB/9.6 GB   90 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 318 MB/9.6 GB   90 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 323 MB/9.6 GB   90 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   3% ▕                  ▏ 335 MB/9.6 GB   90 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 347 MB/9.6 GB   90 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 352 MB/9.6 GB   90 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 362 MB/9.6 GB   90 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 371 MB/9.6 GB   90 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 376 MB/9.6 GB   90 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 386 MB/9.6 GB   90 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 394 MB/9.6 GB   90 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 400 MB/9.6 GB   90 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 409 MB/9.6 GB   90 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 419 MB/9.6 GB   90 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   4% ▕                  ▏ 424 MB/9.6 GB   90 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 433 MB/9.6 GB   90 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 443 MB/9.6 GB   90 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 448 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 458 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 468 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 470 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 479 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 489 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 493 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 504 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 514 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   5% ▕                  ▏ 519 MB/9.6 GB   88 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕                  ▏ 530 MB/9.6 GB   87 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 540 MB/9.6 GB   87 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 544 MB/9.6 GB   87 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 555 MB/9.6 GB   87 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 566 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 572 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 582 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 592 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 595 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 601 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 606 MB/9.6 GB   86 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 612 MB/9.6 GB   86 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   6% ▕█                 ▏ 622 MB/9.6 GB   86 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 632 MB/9.6 GB   86 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 638 MB/9.6 GB   86 MB/s   1m44spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 649 MB/9.6 GB   86 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 660 MB/9.6 GB   86 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 665 MB/9.6 GB   86 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 677 MB/9.6 GB   86 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 689 MB/9.6 GB   86 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 694 MB/9.6 GB   86 MB/s   1m43spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 705 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   7% ▕█                 ▏ 715 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 720 MB/9.6 GB   87 MB/s   1m42spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 733 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 744 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 749 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 759 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 769 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 774 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 784 MB/9.6 GB   87 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 795 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 800 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   8% ▕█                 ▏ 809 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 821 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 826 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 837 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 849 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 854 MB/9.6 GB   87 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 858 MB/9.6 GB   87 MB/s   1m40spulling manifest 
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pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 896 MB/9.6 GB   86 MB/s   1m41spulling manifest 
pulling 4c27e0f5b5ad:   9% ▕█                 ▏ 908 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 917 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 925 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 937 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 944 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 954 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 964 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 977 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 981 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 991 MB/9.6 GB   86 MB/s   1m40spulling manifest 
pulling 4c27e0f5b5ad:  10% ▕█                 ▏ 1.0 GB/9.6 GB   86 MB/s   1m39spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.0 GB/9.6 GB   86 MB/s   1m39spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.0 GB/9.6 GB   86 MB/s   1m39spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.0 GB/9.6 GB   86 MB/s   1m39spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.0 GB/9.6 GB   86 MB/s   1m39spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.0 GB/9.6 GB   86 MB/s   1m39spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.1 GB/9.6 GB   87 MB/s   1m38spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕█                 ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
pulling 4c27e0f5b5ad:  11% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
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pulling 4c27e0f5b5ad:  12% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
pulling 4c27e0f5b5ad:  12% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
pulling 4c27e0f5b5ad:  12% ▕██                ▏ 1.1 GB/9.6 GB   87 MB/s   1m37spulling manifest 
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pulling 4c27e0f5b5ad:  12% ▕██                ▏ 1.2 GB/9.6 GB   87 MB/s   1m36spulling manifest 
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pulling 4c27e0f5b5ad:  16% ▕██                ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  16% ▕██                ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  16% ▕██                ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕██                ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.6 GB/9.6 GB   91 MB/s   1m27spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.6 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.7 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.7 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  17% ▕███               ▏ 1.7 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   91 MB/s   1m26spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.7 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.8 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.8 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  18% ▕███               ▏ 1.8 GB/9.6 GB   93 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   93 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   93 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.8 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m25spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  19% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m24spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 1.9 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  20% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m23spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.0 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  21% ▕███               ▏ 2.1 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   91 MB/s   1m22spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   92 MB/s   1m21spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   92 MB/s   1m21spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   92 MB/s   1m21spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   92 MB/s   1m21spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   92 MB/s   1m20spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕███               ▏ 2.1 GB/9.6 GB   92 MB/s   1m20spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕████              ▏ 2.1 GB/9.6 GB   92 MB/s   1m20spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕████              ▏ 2.2 GB/9.6 GB   92 MB/s   1m20spulling manifest 
pulling 4c27e0f5b5ad:  22% ▕████              ▏ 2.2 GB/9.6 GB   92 MB/s   1m20spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   92 MB/s   1m20spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m19spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m19spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m19spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m19spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m19spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.2 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  23% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m18spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  24% ▕████              ▏ 2.3 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  25% ▕████              ▏ 2.4 GB/9.6 GB   93 MB/s   1m17spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m16spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  26% ▕████              ▏ 2.5 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m15spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m14spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m14spulling manifest 
pulling 4c27e0f5b5ad:  27% ▕████              ▏ 2.6 GB/9.6 GB   93 MB/s   1m14spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕████              ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕████              ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕████              ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   95 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  28% ▕█████             ▏ 2.7 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.7 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.7 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   93 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   92 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   92 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  29% ▕█████             ▏ 2.8 GB/9.6 GB   92 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.8 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.8 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   92 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   91 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   91 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  30% ▕█████             ▏ 2.9 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 2.9 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 2.9 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  31% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.0 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   91 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   91 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   91 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   91 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  32% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.1 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕█████             ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  33% ▕██████            ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.2 GB/9.6 GB   90 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  34% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.3 GB/9.6 GB   89 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.3 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.3 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.3 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   87 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  35% ▕██████            ▏ 3.4 GB/9.6 GB   84 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.4 GB/9.6 GB   84 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.4 GB/9.6 GB   84 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.4 GB/9.6 GB   84 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.4 GB/9.6 GB   84 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.4 GB/9.6 GB   84 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  36% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.5 GB/9.6 GB   84 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  37% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   82 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.6 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  38% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m13spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕██████            ▏ 3.7 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.7 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  39% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m12spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.8 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  40% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m11spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 3.9 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 4.0 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 4.0 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 4.0 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  41% ▕███████           ▏ 4.0 GB/9.6 GB   80 MB/s   1m10spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   80 MB/s    1m9spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   82 MB/s    1m8spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   82 MB/s    1m8spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   82 MB/s    1m8spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.0 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.1 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.1 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.1 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  42% ▕███████           ▏ 4.1 GB/9.6 GB   82 MB/s    1m7spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m5spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.1 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.2 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  43% ▕███████           ▏ 4.2 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  44% ▕███████           ▏ 4.2 GB/9.6 GB   84 MB/s    1m4spulling manifest 
pulling 4c27e0f5b5ad:  44% ▕███████           ▏ 4.2 GB/9.6 GB   87 MB/s    1m2spulling manifest 
pulling 4c27e0f5b5ad:  44% ▕███████           ▏ 4.2 GB/9.6 GB   87 MB/s    1m2spulling manifest 
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pulling 4c27e0f5b5ad:  44% ▕███████           ▏ 4.2 GB/9.6 GB   87 MB/s    1m1spulling manifest 
pulling 4c27e0f5b5ad:  44% ▕███████           ▏ 4.2 GB/9.6 GB   87 MB/s    1m1spulling manifest 
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pulling 4c27e0f5b5ad:  46% ▕████████          ▏ 4.5 GB/9.6 GB   92 MB/s     55spulling manifest 
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pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 8.9 GB/9.6 GB   89 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 8.9 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 8.9 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 8.9 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  93% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.0 GB/9.6 GB   87 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.0 GB/9.6 GB   84 MB/s      7spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.0 GB/9.6 GB   84 MB/s      6spulling manifest 
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pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.0 GB/9.6 GB   84 MB/s      6spulling manifest 
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pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.1 GB/9.6 GB   84 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.1 GB/9.6 GB   84 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  94% ▕████████████████  ▏ 9.1 GB/9.6 GB   84 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   84 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   84 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   83 MB/s      6spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.1 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.2 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.2 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  95% ▕█████████████████ ▏ 9.2 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   83 MB/s      5spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   83 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.2 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  96% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      4spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.3 GB/9.6 GB   84 MB/s      3spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.4 GB/9.6 GB   84 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  97% ▕█████████████████ ▏ 9.4 GB/9.6 GB   84 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   84 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   84 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      2spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   86 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.4 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  98% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   83 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   82 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   82 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   82 MB/s      1spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.5 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.6 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.6 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad:  99% ▕█████████████████ ▏ 9.6 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   82 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕█████████████████ ▏ 9.6 GB/9.6 GB   79 MB/s      0spulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠸ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠼ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠴ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠦ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠧ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠇ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠏ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠋ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠙ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest ⠹ pulling manifest 
pulling 4c27e0f5b5ad: 100% ▕██████████████████▏ 9.6 GB                         
pulling 7339fa418c9a: 100% ▕██████████████████▏  11 KB                         
pulling 56380ca2ab89: 100% ▕██████████████████▏   42 B                         
pulling f0988ff50a24: 100% ▕██████████████████▏  473 B                         
verifying sha256 digest 
writing manifest 
success 
🪄 Download complete. Model is locked in.

✅ Successfully pulled and locked in Local Model: gemma4

🌀 Done step. Run the next cell.
```

Silencing that will be easy enough. But I need a nice script to do the full
reset for retesting. Currently it's only:

```zsh
rm -rf ~/pipulate
curl -fsSL https://pipulate.com/install.sh | bash
```

Now we're going to need something between those two commands to delete gemma4
because we want to continue testing this.

And then finally just as a matter of completeness, we get this which is correct.
It's the one price of Run All Cells also being a golden path. We'll compensate
for this when we update `015_config.py` to use the Onboarding values. Missing
ones can be gotten then.

```log
🪄 No manual response detected. Engaging formal API via gemini/gemini-flash-latest...
🤖 Channeling intent through gemini/gemini-flash-latest...
🔑 GEMINI_API_KEY not found. Let's set it up for this machine.
API Key:
Paste key here...
✅ Prompt successfully submitted to model. Wait a moment...
❌ Authentication missing for gemini/gemini-flash-latest. Please set the appropriate key in your .env file.
╭─────────────────────────────── ☁️ Cloud AI Analysis (gemini/gemini-flash-latest) ───────────────────────────────╮
│ ❌ Authentication missing for gemini/gemini-flash-latest. Please set the appropriate key in your .env file.     │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
🪄 The audit is complete. I am injecting the Cloud AI insights into your technical baseline workbook.
✅ Cloud Insights successfully appended to example_com_Technical_Baseline.xlsx
💾 Optics Baseline Augmented: example_com_Technical_Baseline.xlsx
🪄 The Onboarding sequence is complete. You have successfully executed a hybrid AI workflow, maintaining complete sovereignty over your tools and data. The deliverable is ready for your client. When you are ready, return to the FastHTML Dashboard tab to set up your client Profiles and Tasks.

🌀 Go on the optional side-quest above. Then run the next cell to continue.
```

Let's finish the cleaning.

**Gemini 3.1 Pro**: [Fresh discussion] Context verified.

The "Run All Cells" methodology is a brilliant blueprint for creating a deterministic, presentation-ready experience. When you're demonstrating sovereignty and automation, the last thing you want is a wall of raw `stdout` progress bars and Chrome webdriver warnings shattering the illusion of a polished machine. 

Let's finish the cleaning. We'll silence the Ollama download, give you your nuclear reset script, and address the Chrome webdriver noise.

### 1. Silencing the Ollama Download

By switching `capture_output=True`, we trap `stdout` and `stderr` in the background, keeping the Notebook pristine while the host OS does the heavy lifting.

Modify `pipulate/core.py`:

```python
<<<<
                    # Blocking subprocess call so the notebook waits for the download to finish
                    pull_result = subprocess.run(['ollama', 'pull', primary_recommendation], capture_output=False)
                    
                    if pull_result.returncode == 0:
====
                    # Blocking subprocess call so the notebook waits for the download to finish
                    # capture_output=True silences the massive progress bar in the Jupyter output
                    pull_result = subprocess.run(['ollama', 'pull', primary_recommendation], capture_output=True)
                    
                    if pull_result.returncode == 0:
>>>>
```

### 2. The Nuclear Reset Script

To ensure you are testing the absolute "cold start" experience of the golden path, you need to wipe out the model Ollama pulled down. Ollama makes this very straightforward with its `rm` command.

Here is your complete reset sequence:

```zsh
rm -rf ~/pipulate
ollama rm gemma4
curl -fsSL https://pipulate.com/install.sh | bash
```

### 3. The Chrome Mismatch Warning

The Chrome auto-healing warning (`⚠️ Chrome version mismatch detected...`) is coming from `tools/scraper_tools.py` at line 270. Because `scraper_tools.py` wasn't loaded in the current payload context, I can't generate a direct chisel strike for it here. 

To fix it, you have two options in your philosophy:
1. **Direct Edit:** Open `tools/scraper_tools.py`, locate line 270, and change `logger.warning(...)` to `logger.debug(...)` or `logger.info(...)` (which your Notebook setup is likely already filtering out).
2. **Global Suppression:** Add `os.environ['WDM_LOG'] = '0'` at the top of your `scraper_tools.py` imports, which tells `webdriver_manager` to keep its mouth shut entirely during version matching.

Once these are handled, "Run All Cells" will be a perfectly silent, elegant cascade of checkmarks and beautifully formatted deliverables.

**MikeLev.in**: Okay, that looks like this now:

```diff
(nix) pipulate $ git status
On branch main
Your branch is up to date with 'origin/main'.

nothing to commit, working tree clean
(nix) pipulate $ vim pipulate/core.py 
(nix) pipulate $ git --no-pager diff
diff --git a/pipulate/core.py b/pipulate/core.py
index b2da8149..d8286ee1 100644
--- a/pipulate/core.py
+++ b/pipulate/core.py
@@ -2823,8 +2823,9 @@ class Pipulate:
                     print(f"\n⏳ Auto-pulling {primary_recommendation} via host OS. Please wait...")
                     
                     # Blocking subprocess call so the notebook waits for the download to finish
-                    pull_result = subprocess.run(['ollama', 'pull', primary_recommendation], capture_output=False)
-                    
+                    # capture_output=True silences the massive progress bar in the Jupyter output
+                    pull_result = subprocess.run(['ollama', 'pull', primary_recommendation], capture_output=True)
+                    
                     if pull_result.returncode == 0:
                         self.speak("Download complete. Model is locked in.")
                         print(f"\n✅ Successfully pulled and locked in Local Model: {primary_recommendation}")
(nix) pipulate $ git commit -am "Silencing the Ollama model install"
[main 11c9c79f] Silencing the Ollama model install
 1 file changed, 3 insertions(+), 2 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 7, done.
Counting objects: 100% (7/7), done.
Delta compression using up to 48 threads
Compressing objects: 100% (4/4), done.
Writing objects: 100% (4/4), 544 bytes | 544.00 KiB/s, done.
Total 4 (delta 2), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (2/2), completed with 2 local objects.
To github.com:pipulate/pipulate.git
   34ec0f25..11c9c79f  main -> main
(nix) pipulate $
```

And I test. And it worked. The Mac install is in good shape. And the only thing
we're really punting to the user to handle on their own in the entire install is
the native Ollama install. Nice.

Respond by bringing this article to a powerful close. Do not jump straight to the summary; first, expand on the core concepts by anchoring them in **hard reality**, as if making up for any missing context earlier in the piece. Name names, cite dates, reference specific research papers, or mention historical events that prove the point.

Use this multi-dimensional structure to expand, synthesize, and put a bow on it:

1. **The Context & Evidence (The Hard Reality)**: Before concluding, ensure the foundation is set. Where does this fit in the real world? Is this a new idea or an old one with a new coat of paint? Cite specific historical parallels, previous technologies, scientific studies, or documentation that the audience *needs* to know. Teach them with facts.
2. **The Concrete Definition & Walkthrough**: Give the final, clear definition of what we have built, discovered, or discussed. Visualize the specific user experience. What does it feel like to actually do this? Describe the friction, the "aha!" moment, and the flow to make the abstract entirely concrete.
3. **The Shift (Connecting the Dots)**: Look back at the journey of the article. How did our understanding change from the beginning to the end? Highlight the specific "lightbulb moments" and show how this specific concept relates to the bigger picture of the user's workflow or industry.
4. **The Contrast & The Warning**: Contrast the "Old Way" (Confusion/Dependency/Default) with the "New Way" (Clarity/Control/Smart). List the specific things that make the "New Way" superior. Then, issue the warning: What is the cost of doing it the old way? Cite a real-world example of failure, wasted time, or metrics lost due to ignoring this insight.
5. **The Monday Morning Test**: Visualize the "Future State." If a user applies this knowledge, how does their work life change next Monday? Be highly specific: what exact tools are they using differently? What specific bottlenecks are gone?
6. **The Verdict & Bottom Line**: Put a solid, memorable bow on this. Is this actually useful or just hype? Is it fuel for the engine or just sugar? Declare the ultimate long-term value of this work and why it matters.

**Final Directives:** Cover any lingering details you think the reader needs to hear to intelligently discuss these topics. Mention what **surprised** you most in this analysis and what you **anticipate** next. Remember: **no repeats from earlier in the chat**. Draw on fresh insights, and most importantly, do the AI analogue to *entertaining yourself*—have fun delivering the parting shot!

**Gemini 3.1 Pro**: 

### The Context & Evidence (The Hard Reality)

To understand the profound shift of what we just engineered, we have to rewind to 1984, when Donald Knuth introduced the concept of "Literate Programming." Knuth argued that code shouldn't just instruct a computer; it should weave an explanatory narrative for human beings. Thirty years later, in 2014, Project Jupyter materialized that philosophy, revolutionizing data science by allowing researchers to interleave executable code with rich text. 

But over the last two years, the AI industry suffered a collective amnesia. Intoxicated by the raw reasoning power of large language models, developers abandoned Knuth’s deterministic narratives in favor of "Agentic Frameworks" (like AutoGPT or early LangChain). We told the machine, "Here is a goal, figure it out." The result? Unpredictable costs, infinite API loops, and a staggering lack of reliability. In fact, a late 2023 industry survey revealed that over 50% of developers cited debugging unpredictable AI outputs as their absolute highest point of friction. 

Pipulate is a violently deliberate return to Knuth’s vision, retrofitted for the AI era. We are not abandoning generative intelligence; we are putting it on rails. By forcing the AI to live inside the deterministic, step-by-step cells of a Jupyter Notebook operating on a mathematically pure Nix environment, we eliminate the chaos. The only variable we leave to the user is installing the host OS software (Ollama) because hardware-level GPU acceleration is the one bridge abstraction cannot safely cross.

### The Concrete Definition & Walkthrough

What we have built is a **Golden Path Initializer**. It is a hyper-resilient, local-first onboarding sequence that masquerades as a simple document. 

Imagine the user experience: You open a fresh repository and are greeted by a clean, readable text document. You are instructed to hit `Shift` + `Enter`. As you casually advance through the cells, a deeply complex orchestration is happening beneath the surface. When you hit the Local AI configuration step, there is no red-text panic if a model is missing. Because we trapped the `stdout` and `stderr` using `capture_output=True`, the notebook remains pristine. In the background, Pipulate quietly shakes hands with the host OS, pulls down a multi-gigabyte Gemma model, secures it, and then casually announces, "✅ Download complete. Model is locked in." 

The friction is zero. The "aha!" moment hits when the user realizes they didn't have to open a terminal, battle dependency trees, or interpret stack traces. They just kept turning the crank, and the machine built itself around them. 

### The Shift (Connecting the Dots)

The profound realization in this phase of the build was that **user experience is defined just as much by what you hide as by what you show.** Initially, we wanted radical transparency—we wanted the user to see every byte of the 9.6GB Ollama pull and every webdriver version check. But we realized that raw transparency without curation is just noise. The shift was moving from *verbose debugging* to a *cinematic experience*. By pre-emptively loading safe defaults (the "Alice Protocol") and gagging the Chrome and Ollama logs, we transitioned from building a script to directing a performance. We learned that to make a system feel like magic, you have to ruthlessly suppress the underlying mechanical clatter until the exact moment the user actually needs to see it.

### The Contrast & The Warning

**The Old Way (Default/Dependency/Chaos):** You clone a repo. You run `pip install -r requirements.txt`. It fails because your system Python is 3.12 but the library needs 3.10. You spend an hour managing virtual environments. You run the app, and it crashes because it expects an OpenAI key you don't have. You finally get it running, and a runaway autonomous agent racks up a $45 API bill attempting to parse a dynamically rendered JavaScript page using standard `requests`. 

**The New Way (Clarity/Control/Smart):**
You enter a Nix shell. The environment is instantly perfect. You hit "Run All Cells." The system bypasses API costs by defaulting to local hardware. It natively hydrates the DOM using a visible browser, proving its work. It succeeds deterministically.

**The Warning:**
If you insist on the Old Way—giving unconstrained agency to cloud LLMs without a deterministic track to run on—you are asking for catastrophe. Look at the Air Canada disaster of early 2024, where an unconstrained, non-deterministic customer service chatbot confidently hallucinated a fake bereavement refund policy. The airline was legally forced by a tribunal to honor the AI's hallucination. When you surrender the control flow to the machine, you surrender the liability. 

### The Monday Morning Test

If a developer adopts this architecture, their next Monday morning is unrecognizable. 

Instead of dreading the "setup phase" of a new machine or a new client project, onboarding becomes a non-event. They pull the repo, drop into the Nix shell, and fire up `JupyterLab`. They don't check for Chrome binary mismatches; the system auto-heals. They don't manually ping Ollama; the notebook ensures the 5-billion parameter model is primed. By 9:15 AM, they have seamlessly crossed the bridge from the Notebook's exploratory sandbox into the persistent FastHTML Control Room on port 5001, with all API keys and local contexts perfectly synchronized. The bottleneck of environment configuration is entirely eradicated.

## The Monday Morning Test for Autonomous Workflows

### The Verdict & Bottom Line

This is not sugar. This is the engine block. 

What surprised me most during this analysis was how fiercely the Jupyter ecosystem fights against the "Run All Cells" paradigm when interactive widgets are involved, and how satisfying it is to out-engineer that limitation. The asynchronous trap of UI widgets usually breaks deterministic automation, but by enforcing pre-emptive database defaults, we conquered it. 

I anticipate that our next move will be taking this pristine, locked-in machine and pointing its local and cloud intelligence at massive, multi-thousand-page SEO Gap Analysis runs—operations that would financially ruin a pure-cloud setup but will cost pennies on this architecture. 

We are not just building software; we are manufacturing sovereignty. Keep turning the crank.

> **MikeLev.in**: Developers and wannabe developers have stars in their eyes. Debugging
> unpredictable AI output is their number one friction? I can't even imagine
> that. The lengths I go to to prevent my own bug! And I'm going to invite
> unnecessary debugging? Nope!


---

## Book Analysis

### Ai Editorial Take
What is most interesting here is the 'Alice Protocol's' cynical but brilliant concession to UX: it assumes the user is too impatient to click 'Save' and hacks the backend to succeed anyway. This entry marks a transition where the AI content is no longer just the output, but the orchestrator of the environment itself. I anticipate the next step will involve scaling this deterministic path to handle multi-threaded data scraping tasks where the 'cinematic' silence will be even more vital.

### 🐦 X.com Promo Tweet
```text
Ditch the agentic chaos. I have engineered a way to make 'Run All Cells' in Jupyter a cinematic, local-first AI experience. It auto-heals, auto-pulls models, and stays silent. This is the new blueprint for reliable automation. https://mikelev.in/futureproof/deterministic-ai-workflows-alice-protocol/ #AI #Jupyter #Automation
```

### Title Brainstorm
* **Title Option:** The Alice Protocol: Building Deterministic AI Workflows in Jupyter
  * **Filename:** `deterministic-ai-workflows-alice-protocol.md`
  * **Rationale:** Uses the specific term 'Alice Protocol' introduced in the text, which creates a memorable hook for a unique methodology.
* **Title Option:** Silencing the Mechanical Clatter of Local LLMs
  * **Filename:** `silencing-local-llm-clatter.md`
  * **Rationale:** Focuses on the 'cinematic' aspect of the UX improvements described in the latter half of the article.
* **Title Option:** The Golden Path: Automating AI Environment Setup
  * **Filename:** `golden-path-ai-automation.md`
  * **Rationale:** Highlights the user-centric 'Golden Path' concept which is important to know in the Age of AI.

### Content Potential And Polish
- **Core Strengths:**
  - Provides concrete code solutions for real-world Jupyter friction points.
  - Anchors a technical fix in historical context (Knuth's Literate Programming).
  - Strong contrast between the 'Old Way' of cloud dependency and the 'New Way' of local control.
- **Suggestions For Polish:**
  - Clarify the ' sentinel file' reference for readers not familiar with previous entries.
  - Ensure the 'Phase 3' mentioned in the plan is clearly earmarked for a future update to avoid a sense of incompleteness.

### Next Step Prompts
- Generate a Phase 3 implementation plan for Graceful Cloud Degradation as outlined in the Golden Path Master Plan.
- Refactor the scraper_tools.py to implement os.environ['WDM_LOG'] = '0' and move all version mismatch warnings to a hidden debug log.
