This topic follows the system problems that emerge when agents move from short conversations to sustained work.
Validation map
- Memory: write, update, conflict, and forgetting
- State: reliable task recovery
- Tools: permissions, idempotency, and error handling
- Evaluation: process quality beyond final success
- Human intervention: when the agent must stop and ask
The topic will combine frontier notes, minimum experiments, and engineering decision checklists.