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I built Codemate — a multi-agent coding assistant with memory and mistake learning

DEV.to AI·May 18, 2026

Codemate is an open-source, multi-agent coding assistant designed to enhance the reliability of AI coding workflows. It features TaskGraph planning, a testing and review loop, mistake learning, and a memory system, aiming to improve long tasks, refactors, and maintenance for developers.

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