# Blog — Sylvain Kalache

URL: https://www.sylvainkalache.com/blog

First-party writing about AI engineering, software reliability, developer tools, and building technical communities.

- [Can Claude fix itself? From no to maybe](https://www.sylvainkalache.com/blog/can-claude-fix-itself.md) (2026-09-24): An Anthropic engineer's answer shifted from no to maybe in six months. Three incidents show what Claude can investigate, fix, and still get wrong.
- [AI handles incidents, engineers lose touch with their systems](https://www.sylvainkalache.com/blog/ai-handles-incidents-engineers-lose-touch-with-their-systems.md) (2026-09-04): AI-assisted incident response can lower MTTR while leaving engineers less prepared for the complex incidents automation cannot solve.
- [AI Writes the Code, But Humans Can't Review It All. Now What?](https://www.sylvainkalache.com/blog/ai-writes-the-code-but-humans-cant-review-it-all.md) (2026-07-29): AI can generate code faster than humans can review it. Engineering teams must redesign review, reversibility, and accountability.

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