Why State Recovery Matters More Than Fast Retry Loops

Fast retries look impressive until shared state is already wrong and recovery logic cannot restore trust in the workflow.

Retry speed is not the same as recovery quality. In multi-agent systems, a fast retry can repeat the same write against the same bad state and make cleanup harder.

What operators actually need

• Proof that the prior state can be reconstructed.
• Clear evidence that a failed action did not partially commit.
• A recovery path that restores workflow legality before work resumes.

What to test first

• Replays after partial failure.
• Shared-state repair after a denied or stale write.
• Whether retry logic stops after the system enters a known-bad condition.

Use the benchmarks, architecture guide, and examples to define those recovery checks.