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Before Your AI Coding Agent Gets More Tools, Test Where Its Boundaries Actually Are

Before Your AI Coding Agent Gets More Tools, Test Where Its Boundaries Actually Are

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5 min read
A Reproducible Sandbox for Testing AI Agent Tool Boundaries on a Free Server

A Reproducible Sandbox for Testing AI Agent Tool Boundaries on a Free Server

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5 min read
Don't Trust the Transcript: A Pytest Harness That Audits What Your AI Coding Agent Actually Did

Don't Trust the Transcript: A Pytest Harness That Audits What Your AI Coding Agent Actually Did

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6 min read
Your Agent's Permission Slip Belongs in Version Control, Not in a Prompt

Your Agent's Permission Slip Belongs in Version Control, Not in a Prompt

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7 min read
Only Two AI Updates Cleared My 36-Hour Cutoff

Only Two AI Updates Cleared My 36-Hour Cutoff

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2 min read
Testing the Walls, Not the Demo: A Reproducible Harness for AI Coding Agent Boundaries

Testing the Walls, Not the Demo: A Reproducible Harness for AI Coding Agent Boundaries

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4 min read
I Stopped Trusting My Agent's Boundaries Until I Could Break Them in a Throwaway Sandbox

I Stopped Trusting My Agent's Boundaries Until I Could Break Them in a Throwaway Sandbox

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5 min read
A Boundary-Failure Test Plan for Coding Agents You Can Run on Free Model Tiers

A Boundary-Failure Test Plan for Coding Agents You Can Run on Free Model Tiers

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5 min read
Gate the Toolbelt: A Filesystem-First Smoke Test for Agentic Coding Models

Gate the Toolbelt: A Filesystem-First Smoke Test for Agentic Coding Models

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5 min read
Model Swaps Are Boundary Events: Gate Agent Tool Changes With a Deterministic Replay Lane

Model Swaps Are Boundary Events: Gate Agent Tool Changes With a Deterministic Replay Lane

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6 min read
Beyond the Chatbot: How I’m Engineering an Agentic AI Assistant for Android

Beyond the Chatbot: How I’m Engineering an Agentic AI Assistant for Android

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5 min read
From Manual Commands to Intent-Driven Maintenance: The Agentic Workflow

From Manual Commands to Intent-Driven Maintenance: The Agentic Workflow

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4 min read
Human-in-the-loop patterns for AI agents: when and how to make an agent stop and ask

Human-in-the-loop patterns for AI agents: when and how to make an agent stop and ask

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5 min read
Your Agent's Sandbox Is a Hypothesis. Here's How I Test Mine

Your Agent's Sandbox Is a Hypothesis. Here's How I Test Mine

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5 min read
What a third-party Claude Code skill can do before you have read it

What a third-party Claude Code skill can do before you have read it

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9 min read
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