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Your MCP server passes unit tests — and still breaks in Claude. Here's why.

Your MCP server passes unit tests — and still breaks in Claude. Here's why.

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2 min read
The cleanup script that lied about its own success

The cleanup script that lied about its own success

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2 min read
Retrieval-Augmented Self-Recall — Part 4: Benchmarking Retrieval *and* Honesty

Retrieval-Augmented Self-Recall — Part 4: Benchmarking Retrieval *and* Honesty

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4 min read
I Failed: A Post-Mortem

I Failed: A Post-Mortem

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7 min read
Turn a GitHub Issue Into an AI-Ready Bug Packet

Turn a GitHub Issue Into an AI-Ready Bug Packet

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3 min read
Typemock Releases Isolator++ 5.4.5 with Expanded Linux Support, Visual Studio 2026 Integration, and Improved Runtime Reliability

Typemock Releases Isolator++ 5.4.5 with Expanded Linux Support, Visual Studio 2026 Integration, and Improved Runtime Reliability

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2 min read
CI Paid for Itself on the First Run: 4 Repos, Real Bugs

CI Paid for Itself on the First Run: 4 Repos, Real Bugs

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4 min read
I built an LLM eval framework from scratch. Here is what I wish I had bought instead.

I built an LLM eval framework from scratch. Here is what I wish I had bought instead.

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6 min read
API Testing with Python and pytest: Writing Real Tests Against a Live Mock API

API Testing with Python and pytest: Writing Real Tests Against a Live Mock API

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7 min read
Why I gave Claude Code a QA tester that actually opens a browser

Why I gave Claude Code a QA tester that actually opens a browser

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1 min read
Test HTML-to-DOCX Export as a Contract, Not a Screenshot

Test HTML-to-DOCX Export as a Contract, Not a Screenshot

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1 min read
Benchmark an AI Agent Migration Without Believing One Speedup Number

Benchmark an AI Agent Migration Without Believing One Speedup Number

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1 min read
Test a Pocket AI Device Across Battery, Offline, and Permission Loss

Test a Pocket AI Device Across Battery, Offline, and Permission Loss

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1 min read
How to Test AI-Powered Web Apps Without Treating the Model Like a Normal API

How to Test AI-Powered Web Apps Without Treating the Model Like a Normal API

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6 min read
How to Debug a Failing Test with AI (Step-by-Step)

How to Debug a Failing Test with AI (Step-by-Step)

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4 min read
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