Open-Source Checkpoint Module Eliminates Costly Multi-Step Agent Restarts

Multi-step AI agents frequently crash mid-execution, forcing expensive restarts from the beginning and wasting API calls. This lightweight 500-line Python module enables automatic resumption from the last completed step, delivering significant cost savings for teams running dozens of agents daily. By eliminating restart overhead without external dependencies, it addresses a critical pain point in agent reliability and operational efficiency.