For teams running agents: failed run, missing evidence, regression filed, repair loop started. Agent Failure Forensics is a free demo packet and workflow that turns agent failures into checkable repair artifacts. Follow for the sample drop.
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Source artifact: 2026-05-12-organic-2-free_tool_demo-x. Lane: free_tool_demo.