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cs.AI2026

Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control

Jek Huang, Jeffery Hsia, Jiayi Sun +3

The paper introduces Proof-or-Stop, a lifecycle control framework that only allows autonomous coding agents to transition software states (e.g., reviewed, DONE) when fresh, verifia…