martin-loop
★ 26
vs
agentic-ai
★ 140
martin-loop vs agentic-ai
martin-loop: MartinLoop is a governance layer for AI coding loops that enforces budget caps, verifier gates, rollback evidence, and audit trails. It prevents unbounded retries by stopping unsafe or uneconomical work before execution, providing visibility and accountability for autonomous coding agents.; agentic-ai: Agentic AI is a curated knowledge hub that aggregates the best projects, research, and resources on Agentic AI across 24 specialized domains. It provides easy navigation to domain-specific pages with focused posts and references. The repository is community-driven and welcomes contributions.
01
TL;DR
Choose martin-loop if…Bounding AI agent retry loops with budget and safety constraints
Choose agentic-ai if…Researchers exploring Agentic AI methodologies and papers
02
Side-by-Side Comparison
03
Features
martin-loop01Budget governance with hard caps on USD, iterations, and tokens
02Verifier gate that blocks execution unless verification passes
03Failure taxonomy classifying 11 failure classes
04Safety leash evaluating commands, file scope, and secrets before execution
05Rollback evidence capturing state before and after each attempt
agentic-ai01Curated collection of Agentic AI resources across 24 domains
02Easy navigation via domain-specific README pages
03Community-driven with contribution guidelines
04Covers core AI, engineering, applied industry, hardware, and ethics
05Regularly updated with high-signal content
04
Use Cases
martin-loop↳Bounding AI agent retry loops with budget and safety constraints
↳Auditing AI coding runs with structured JSONL records
↳Enforcing policy-as-code for autonomous coding agents
agentic-ai↳Researchers exploring Agentic AI methodologies and papers
↳Developers seeking frameworks and implementation examples
↳Students or educators looking for learning resources on autonomous agents
05
Best For
martin-loopTrendingSecurity & Safety
agentic-aiTrendingWorkflow AutomationSecurity & Safety
FAQ
FAQ
What is the difference between martin-loop and agentic-ai?
Both martin-loop and agentic-ai are in the Security & Safety category. martin-loop has 26 stars, while agentic-ai has 140 stars.
Which is better, martin-loop or agentic-ai?
The best choice depends on your use case. Choose martin-loop if Bounding AI agent retry loops with budget and safety constraints, and agentic-ai if Researchers exploring Agentic AI methodologies and papers.
Is martin-loop free or open source?
Yes, martin-loop is open source on GitHub (Apache-2.0).
Is agentic-ai free or open source?
Yes, agentic-ai is open source on GitHub (MIT).
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