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    2 articles tagged engineering leadership.

    AI Engineering
    Sep 8, 2026

    We Let Claude Code Refactor Our 200K-Line Java Monolith. Here's the Honest Result.

    A real post-mortem on 6 weeks of AI-assisted refactoring — what it got right, what it silently broke, what we'd do differently, and the hybrid model we actually shipped.

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    AI Engineering
    Aug 28, 2026

    AI Coding Tools in Enterprise: What 90 Days of Data Actually Shows

    A structured 90-day study of AI coding tools across a 70-engineer enterprise team, measuring PR velocity, defect rates, adoption patterns, and ROI. The results were not all positive — and the most important finding had nothing to do with speed.

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