Leni KirilovNotes from 20 months of building a platform for real-time quality analysis of video streams — honest, measured, with receipts. By Leni Kirilov.https://lenikirilov.pages.dev/2× throughput, 2× failure rate: 20 months of measured AI adoptionhttps://lenikirilov.pages.dev/blog/2026-05-24-measured-ai-adoption/https://lenikirilov.pages.dev/blog/2026-05-24-measured-ai-adoption/Per-engineer PR throughput grew ~2× at flat review latency. AI co-authorship went 0 → 53% of commits. But review time quadrupled first — and change-failure rate doubled.Sun, 24 May 2026 00:00:00 GMT