Agents that forget where they are will repeat work forever — checkpointing is the save-point pattern you need — Checkpointing and Resume

I watched a research pipeline die at step nine of ten. Forty-three minutes of work, sixty sources fetched, four analyses complete, one synthesis in progress. The worker crashed—OOM, not a logic bug. When it came back, the orchestrator did what I'd told it to do: it started over.