MarkTechPost - 2026-08-08 ​
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1. Meet Shepherd: An Open-Source Python Substrate That Lets Meta-Agents Fork, Replay, and Revert Any Agent Run ​
Author: Michal Sutter
Published: 8/8/2026, 8:54:49 PM
Categories: Agentic AI, AI Agents, AI Shorts, Applications, Artificial Intelligence, Editors Pick, New Releases, Open Source, Staff, Tech News, Technology
Long agent runs accumulate state that no transcript records — edited files, a live dev server, installed packages, a warm prompt cache. When an agent misreads a traceback at step 10 and rewrites a correct file, patching forward burns tokens and restarting re-pays every call. Researchers at Northeast...