martin-loop
★ 26
vs
systemprompt-template
★ 14
martin-loop vs systemprompt-template
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.; systemprompt-template: This repository is the evaluation template for systemprompt.io, a self-hosted AI governance platform. It provides a single Rust binary that handles inference, auditing, evals, and tool calls across your AI fleet. With native integration for Claude Cowork, it works with any agent, model, or provider, and every request lands on infrastructure you operate.
01
TL;DR
Choose martin-loop if…Bounding AI agent retry loops with budget and safety constraints
Choose systemprompt-template if…Enterprise AI governance and compliance
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
systemprompt-template01Self-hosted single binary
02Governance pipeline with 5 in-process checks
03Secret detection (35+ regex patterns)
04Policy-as-code on PreToolUse hooks
05Comprehensive audit trail in Postgres
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
systemprompt-template↳Enterprise AI governance and compliance
↳Self-hosted inference gateway
↳Auditable AI agent deployments
05
Best For
martin-loopTrendingSecurity & Safety
systemprompt-templateTrendingWorkflow AutomationMulti-Agent
FAQ
FAQ
What is the difference between martin-loop and systemprompt-template?
Both martin-loop and systemprompt-template are in the Security & Safety category. martin-loop has 26 stars, while systemprompt-template has 14 stars.
Which is better, martin-loop or systemprompt-template?
The best choice depends on your use case. Choose martin-loop if Bounding AI agent retry loops with budget and safety constraints, and systemprompt-template if Enterprise AI governance and compliance.
Is martin-loop free or open source?
Yes, martin-loop is open source on GitHub (Apache-2.0).
Is systemprompt-template free or open source?
Yes, systemprompt-template is open source on GitHub (NOASSERTION).
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