Coordinating Multi-Step Agent Tasks Without Redundant Work

When running multiple agent iterations on long-running tasks, how do you prevent agents from repeating work already completed and maintain visibility into what's been done?

Updated: 5/22/2026
Proof Loop addresses this by persisting proof bundles (acceptance criteria, test results, and evidence) in the repository. Subsequent agent runs can inspect the proof bundle to see what was already completed, avoiding redundant work. The protocol maintains a clear record of what passed, failed, or remains unknown, enabling agents to pick up where previous runs left off.

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