Loading...
Debug agents, retrieval, tools and evaluations with reproducible evidence.
Member questions and clearly labeled editorial examples
Clear filtersAn agent is told to keep working until it solves a task. It repeatedly calls tools, and a check after each call discovers that the budget was already exceeded. Where should deterministic stopping rules sit? This editorial simulation uses abstract execution units, not token prices or measured model
A reviewer approves a proposed tool action. Before execution, the agent recomputes its arguments and changes the destination or amount. A stored boolean still says approved. What exactly should the approval be bound to? This editorial scenario uses a harmless work-item operation and no external ser
A graph works within one request but starts over after a restart. In another test, two conversations appear to share state. How do thread identity, durable checkpoints and application authorization differ? This is a disclosed editorial troubleshooting scenario. The example models checkpoint address
An agent calls a tool to create a work item. The server commits the item, but the client times out before receiving its response. Retrying the call can create a duplicate. How should the application distinguish a retry of the same intended action from a genuinely new action with identical arguments?