Ege Vusal Chelebi · AI Engineering Blog

AI made generating text free.

Google's Open Knowledge Format names a lesson I learned when multiple agents began writing to the same repo.

I reset my Mac and rebuilt my agent-native development environment from zero.

For thirty years a project tracker was a thing a person kept in sync by hand.

Folio is a meeting recorder for macOS that runs Whisper and pyannote on-device, labels every speaker, and writes Markdown to your vault.

5% of enterprise AI projects deliver value.

meclis.

Why AI memory is a compounding problem, not a retrieval problem.

An agent watching video should default to listening, and only open its eyes when audio admits it missed something.