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I built a 12-state accountability layer for AI agents here's what I learned

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

By the time you finish reading this, your AI agent will have made at least one promise it can't keep. That's not a dig at your code. It's a fundamental property of how we build AI systems today. Agents are brilliant at generating intent and terrible at tracking it. They'll promise to email a client…

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  1. 2026-09-03 20:49 · DEV Community — Machine Learning
    I built a 12-state accountability layer for AI agents here's what I learned

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