Today, AWS Lambda durable functions announces an integration with Pydantic AI , an open source framework for building AI agents in Python. AWS Lambda durable functions saves your Pydantic AI agent’s progress as it runs, so after an interruption like a timeout, your agent resumes from the last completed step instead of starting over. Your agent gains fault tolerance without you having to write the checkpoint and retry logic yourself.