MartinLoop

AI Coding Agent Operating System, Multifunctional Guarantee for Operation and Recording

Creator

MartinLoopAI编码代理控制平面自主AI费用限制证明检查安全规则回滚功能执行收据仪表板团队监督成本weboversea

MartinLoop is an operating system for AI coding agents and follows the Apache-2.0 license. It can set a budget cap for AI coding agents and track expenses in real time, perform targeted repairs for 12 types of failure categories, and learn from failed experiences after running. It does not stop when the end-of-run test fails and provides a replayable run record. It can also connect to business data to compile context packages, has built-in approval gates, and generates a checkable record in JSONL format for each run, covering details such as operations, decisions, and approvals.

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INTRODUCTION产品介绍

MartinLoop is an operating system for AI coding agents, with hard budget limits, 12 failure categories, verification gates, and a log of each agent run, and is licensed under Apache-2.0.

产品功能

为AI编码代理设定预算上限，实时跟踪花费并在达到上限前停止
针对不同类型错误进行针对性修复，而非盲目重试
每次运行后学习失败经验，使后续尝试更精准
运行结束时若测试未通过则不停止，直至任务真正完成
提供可回放的运行记录，记录每次运行的详细信息
连接业务数据（如CRM记录、财务规则、审批政策等），编译成结构化上下文包供代理读取
在治理层内置审批门，财务人员可在仪表板上批准或阻止
每次运行生成JSONL格式的可检查记录，涵盖每个操作、决策和审批

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