Keesan12/martin-loop
by Various
Make AI coding agents safe to scale autonomously: assign work, cap spend, enforce policy, verify output, roll back failures, learn from loops, and prove ROI across every repo.
MCP
Keesan12/martin-loop
Added 8 Sept 2026
Overview
A tool for managing and scaling AI coding agents safely. It provides features for assigning work, capping spend, enforcing policies, verifying outputs, rolling back failures, learning from loops, and tracking ROI across repositories.
Best for
Best for
Teams scaling AI coding agents with governance and cost control needs
Use cases
- Assign coding tasks to AI agents
- Cap spending on AI agent usage
- Enforce policy compliance for AI-generated code
How to use
Install
npx -y martin-loop@latest startClients listed in this record (not verified here)
Claude Code, Cursor, Continue, VS Code, ChatGPT
Notes
47 stars on GitHub. Last updated 2026-09-08. Licensed Apache-2.0.
Pros
- Enforces safety and policy controls
- Provides cost management and ROI tracking
- Supports rollback and verification of AI outputs
Cons
- May require integration setup with existing CI/CD
- Adds an extra layer of management overhead
- Focused specifically on AI coding agents, not general dev
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
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