Long-Running and Autonomous Agents — AI Agent Development Roadmap
Design considerations for extended execution
Steps in Long-Running and Autonomous Agents
- Long-Running Agent Fundamentals — beginner · Design considerations for agents that run for extended periods
- Checkpointing Agent State — beginner · Saving progress so a long task can survive interruptions
- Asynchronous and Background Agent Execution — beginner · Running agents without blocking a user-facing request
- Scheduling and Triggering Autonomous Agents — beginner · Running agents on a schedule or in response to events
- Cost Management for Long-Running Agents — beginner · Preventing extended agent runs from generating runaway cost
- Failure Recovery for Long-Running Tasks — beginner · Resuming or gracefully failing when something goes wrong mid-task
Part of
- AI Agent Development roadmap — the full learning path