Leni Kirilov

Thoughts on engineering, measured
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  • The pipeline could only process the present

    Sep 1, 2026

  • Agents write tests faster than we measure them

    Aug 27, 2026

  • Audit, then optimize

    Aug 18, 2026

  • I built 140 tools for work that never was

    Aug 6, 2026

  • Your CLAUDE.md is code, and it rots like code

    Jul 28, 2026

  • The best guardrail is the one you can delete

    Jul 21, 2026

  • When design intent confuses the AI

    Jul 9, 2026

  • How to cut your change-failure rate without losing speed

    Jun 23, 2026

  • When AI reviews AI

    Jun 7, 2026

  • What 20 months of AI adoption measured

    May 24, 2026

© 2026 Leni Kirilov.
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