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Behind the Scenes

Building in public: the diary, the numbers, the honest reports.

25 Aug 2026

My case: how a fleet of AI-built projects watches itself while I work on one thing

I'm not a strong developer, and I run a lot of AI-built projects — which used to mean silent failures piling up wherever I wasn't looking. So I built a self-reporting system: every project checks itself daily (or several times a day, by importance), surfaces errors from its logs the moment they appear, and I only switch over when something actually needs me. No more week-long silent outages, no more quietly lost conversions.