AI & Machine Learning

REEL: A Proper Name for the Autonomous Agent Loop

Ali NematiAli Nemati6 days ago28 sec read18 views

REEL is an autonomous agent loop pattern for AI coding that involves writing structured tasks in specs (Markdown, JSON, Gherkin) and feeding them to fresh AI sessions for execution. It ensures better results than marathon single-session coding by maintaining task isolation and clarity. The implementation includes a state-aware launcher inside Claude Code, a Python orchestrator running outside the AI tool, and a terminal Kanban board for visual pipeline monitoring.

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Ali Nemati
Ali NematiWritten by Ali
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