Keesan12/martin-loop
Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to finish. Finally run your agents swarms overnight and get your time back.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemartin-loop is martin-loop is an open-source project written in TypeScript: 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Keesan12/martin-loop has accumulated 394 GitHub stars and 62 forks. It is written in TypeScript, licensed under Apache-2.0, and ranks #13,938 globally. It is actively maintained with the latest commit recorded on Oct 26, 2026.”
| Repository | Keesan12/martin-loop ↗ |
|---|---|
| Primary Category | agent runtime |
| Language & Stack | TypeScript |
| Software License | Apache-2.0 |
| Community Traction | ★ 394 stars · ⑂ 62 forks · #13,938 globally |
| Maintenance | ● Active (Last commit: Oct 26, 2026) · 1 open issues |
| Target Audience | Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, martin-loop is actively maintained. Continuous telemetry recorded the last code commit on Oct 26, 2026 (17 days ago). Supported by 394 stars and 62 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (17 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#1,626
MOST-STARRED TypeScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
martin-loop gained 0 stars in the last 30 days, about 1 a day, and now has 394. It is about 1 year old and has averaged roughly 394 stars a year. It ranks #1,626 among TypeScript repositories and #13,938 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#44
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
martin-loop has maintained a continuous presence across global trending indexes, peaking at #44. Below is the 30-day activity profile:
💡 Overview
martin-loop is an open-source project written in TypeScript: 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.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-runtime, ai-agent-runtime, ai-coding-agents. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in TypeScript for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ npm install martin-loop⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Node.js >= 18, npm, pnpm or bun
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
martin-loop coordinates its core functionality through a modular TypeScript pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with martin-loop.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install martin-loop using your package manager: `npm install martin-loop`
Initialize your project workspace or configuration file for martin-loop.
Import martin-loop into your codebase or invoke it directly from your terminal.
Execute your test suite or run `martin-loop --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Keesan12/martin-loop is currently ranked #13,938 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #13,920 | AllanChain/zotero-arxiv-workflow | TypeScript | ★ 395 | Compare ↗ |
| #13,920 | apple/swift-container-plugin | Swift | ★ 395 | Compare ↗ |
| #13,920 | frankois944/spm4Kmp | Kotlin | ★ 395 | Compare ↗ |
| #13,920 | milika/SmartTubeIOS | Swift | ★ 395 | Compare ↗ |
| #13,920 | erik-sutton95/OpenPocketCine | Swift | ★ 395 | Compare ↗ |
| #13,938 | Keesan12/martin-loop This Project | TypeScript | ★ 394 | |
| #13,938 | tylerhunt/rack-canonical-host | Ruby | ★ 394 | Compare ↗ |
| #13,938 | sockethub/sockethub | TypeScript | ★ 394 | Compare ↗ |
| #13,938 | cloudtools/awacs | Python | ★ 394 | Compare ↗ |
| #13,938 | ebi-pf-team/interproscan | Java | ★ 394 | Compare ↗ |
| #13,938 | MozillaFoundation/foundation.mozilla.org | Python | ★ 394 | Compare ↗ |
Frequently Asked Questions
What does martin-loop do? +
Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to finish. Finally run your agents swarms overnight and get your time back.
Is martin-loop actively maintained in 2026? +
Yes, martin-loop is actively maintained. The latest code push was recorded on Oct 26, 2026 (17 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 394 stars and 1 open issues.
What language is martin-loop written in? +
The primary language is TypeScript. Topics include: agent-runtime, ai-agent-runtime, ai-coding-agents, ai-control-plane, ai-governance.
How many stars does martin-loop have? +
martin-loop has 394 stars and 62 forks on GitHub.
How does martin-loop rank among GitHub repositories? +
With 394 stars, Keesan12/martin-loop is ranked #13,938 globally across all repositories tracked on GitHubRepo and #1,626 among TypeScript projects.
What license is martin-loop distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
