Claude Agent SDK Checkpointing: Your Agent Hit Its Turn Limit Halfway Through. Claude Agent SDK introduces checkpointing to preserve file state when agents hit turn limits, ensuring progress is not lost during long-running tasks. Part 5: Sessions remember the conversation. Checkpointing remembers the files. Continue reading on Towards AI ยป