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A Fix Proved Once in a Terminal Is Still Just a Hope

A Fix Proved Once in a Terminal Is Still Just a Hope

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3 min read
Wikipedia's AI-detection rubric publishes its own false-positive rate. Your AI-code provenance check doesn't.

Wikipedia's AI-detection rubric publishes its own false-positive rate. Your AI-code provenance check doesn't.

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8 min read
Code Quality Tools for GitHub: SonarQube Alternatives (2026)

Code Quality Tools for GitHub: SonarQube Alternatives (2026)

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7 min read
What should an AI code review read?

What should an AI code review read?

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4 min read
When Not to Use GitHub Copilot: An Experienced Developer's Checklist

When Not to Use GitHub Copilot: An Experienced Developer's Checklist

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7 min read
The Complete Guide to Technical Debt Tracking for Engineering Leaders

The Complete Guide to Technical Debt Tracking for Engineering Leaders

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8 min read
The Coverage Number Climbs While the Costly Branch Stays Untested

The Coverage Number Climbs While the Costly Branch Stays Untested

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2 min read
Your Refactor Copies a List. The Caller Still Holds the Old One.

Your Refactor Copies a List. The Caller Still Holds the Old One.

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5 min read
Plant Bugs Before You Trust the Reviewer: Calibrating a Cheap Model on Agent-Generated PRs

Plant Bugs Before You Trust the Reviewer: Calibrating a Cheap Model on Agent-Generated PRs

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6 min read
Signal Handlers in the Wrong Thread: Reviewing an Agent's Graceful Shutdown PR

Signal Handlers in the Wrong Thread: Reviewing an Agent's Graceful Shutdown PR

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5 min read
I shipped 18 docs and an 80/80 quality gate for laundromat buyers (and caught my own bug with it)

I shipped 18 docs and an 80/80 quality gate for laundromat buyers (and caught my own bug with it)

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2 min read
Same feature, two diffs: 100 vs 57. I built a gate that scores AI code changes.

Same feature, two diffs: 100 vs 57. I built a gate that scores AI code changes.

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2 min read
Pull Requests vs Agent Trails: Does AI Code Need a New Review Interface?

Pull Requests vs Agent Trails: Does AI Code Need a New Review Interface?

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7 min read
The 401 Retry Bug: Auditing an Agent-Written Backoff Loop With a Fake Server

The 401 Retry Bug: Auditing an Agent-Written Backoff Loop With a Fake Server

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6 min read
Your Agent Patch Edited conftest.py: A Fixture-Contract Gate With a Blast-Radius Map

Your Agent Patch Edited conftest.py: A Fixture-Contract Gate With a Blast-Radius Map

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5 min read
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