Closing the loop: agents that verify their own work

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Reviewed by Muthu · Essay · Last verified Oct 18, 2026 · Drafted Oct 17, 2026 by seed-import/1.0 · Re-check by Oct 17, 2027 · 1 source

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Overview

An agent that runs the tests, reads the failure and fixes its own work is the line between autonomy and a one-shot tool.¹

Sources

1. Closing the loop: agents that verify their own work · published Aug 13, 2025

Footnotes

1. Closing the loop: agents that verify their own work, muthub.org, 2025-08-13. ↩