MartinLoop

MartinLoop serves as a central control room for coding agents, enhancing their operation with essential oversight and management features. Key functionalities include: * Spend limits and cost visibility * Proof checks and safety rules * Rollback capabilities and run receipts * Headless execution and team oversight * Trusted record of agent activity This platform transforms how teams interact with coding agents by introducing structure and accountability. It allows users to set precise budgets for agent operations, ensuring financial predictability. Through robust proof checks and safety rules, MartinLoop significantly reduces errors and improves code quality, letting agents complete tasks, prove functionality, and stop efficiently. The system also maintains a comprehensive record of every agent's actions, offering transparency into what an agent did, why it continued, and why it concluded a task. MartinLoop is ideal for engineering teams already leveraging coding agents but seeking to optimize costs, improve code reliability, and gain better control over their development processes. It integrates seamlessly with popular models like Claude, Codex, Cursor, and other open-source alternatives, providing a unified management interface. This leads to substantial savings compared to ungoverned agent execution and delivers clear ROI.