AI Technical Debt Is Real. Here Is What We Measured.
AI-generated code introduces 1.7x more defects per PR. Here is what we measured on AI technical debt: compounding costs, detection tools, and when to stop.
3 articles by Gerrit Ohlsen.
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Action Items After Meetings: What Actually Works Now
Four AI meeting tools tested on action items accuracy, measured against a plain markdown file and three tracking habits that actually stick.
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Code Refactoring Techniques That Actually Ship Clean
Six code refactoring techniques ranked by blast radius, with the test-first rule that makes all of them safe to run on a Monday morning.
