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The Prompt Changed. Nothing Broke. That's the Problem.

The Prompt Changed. Nothing Broke. That's the Problem.

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5 min read
Free AI Coding Tiers Need a Protocol, Not a Press Release

Free AI Coding Tiers Need a Protocol, Not a Press Release

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5 min read
A Fail-Closed Production-Readiness Checklist for AI-Assisted PRs

A Fail-Closed Production-Readiness Checklist for AI-Assisted PRs

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4 min read
Switching to a Free Model? Run the Migration Harness First

Switching to a Free Model? Run the Migration Harness First

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5 min read
Free AI Compute for SQL Review: A Structured Debate and a Decision Rule

Free AI Compute for SQL Review: A Structured Debate and a Decision Rule

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6 min read
The Free-Tier Trap: A Field Guide for Agent Engineers

The Free-Tier Trap: A Field Guide for Agent Engineers

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4 min read
CI Is Green. The Behavior Is Gone. A Receipt Gate for AI-Generated C++ Patches.

CI Is Green. The Behavior Is Gone. A Receipt Gate for AI-Generated C++ Patches.

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4 min read
A 200 Response Does Not Prove Your LLM Used Web Search

A 200 Response Does Not Prove Your LLM Used Web Search

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6 min read
A regression test that still passed after I undid the fix

A regression test that still passed after I undid the fix

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3 min read
What I Learned Building a Browser-Only Credit Card Test Data Generator

What I Learned Building a Browser-Only Credit Card Test Data Generator

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4 min read
Rate Your AI Reviewer: A Five-Case Regression Suite

Rate Your AI Reviewer: A Five-Case Regression Suite

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4 min read
Case Study: The Thread Pool Passed 64/64 Tasks. ThreadSanitizer Found the Race in the Destructor

Case Study: The Thread Pool Passed 64/64 Tasks. ThreadSanitizer Found the Race in the Destructor

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5 min read
The honeypot that only caught me: when a spam trap fakes success

The honeypot that only caught me: when a spam trap fakes success

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7 min read
A Confidence Score Is Not a Probability: Act, Ask, or Abstain

A Confidence Score Is Not a Probability: Act, Ask, or Abstain

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3 min read
Building CI/CD Quality Gates That Actually Catch Bugs

Building CI/CD Quality Gates That Actually Catch Bugs

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2 min read
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