Mastodawn

MartinLoop – budget caps and audit trails for AI coding agents

MartinLoop은 자율 AI 코딩 에이전트의 무한 재시도 문제를 해결하기 위한 거버넌스 레이어로, 예산 한도, 정책 검사, 검증 게이트, 롤백 증거, 실행 기록을 제공한다. 이를 통해 예산 초과 지출, 무한 반복, 안전하지 않은 작업 실행을 방지하고, 작업 실패 시 명확한 감사 추적을 남겨 신뢰성과 안전성을 높인다. NVIDIA Inception 프로그램에 선정되었으며, CLI와 SDK 형태로 제공되어 즉시 활용 가능하다. Ralph 스타일의 무한 루프 문제를 사전에 차단하여 AI 코딩 에이전트 운영의 경제성과 안정성을 크게 개선한다.

https://github.com/Keesan12/Martin-Loop

#aicodingagents #autonomousagents #budgetgovernance #audittrail #martinloop

GitHub - Keesan12/martin-loop: Martin Loop — The control plane for autonomous AI coding agents.

Martin Loop — The control plane for autonomous AI coding agents. - Keesan12/martin-loop

GitHub

SARC Infosolution 5d ago

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Billy E Whited Apr 30

Keeping you in the loop: Our Atlas UX system has been humming along, with tasks assigned & intel generated. Remember, every action is logged in our audit trail for transparency & accountability. #AItransparency #AuditTrail #AtlasUX

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Apr 24

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PSiReN-X

Apr 23

#WhateverHappenedTo... #Mastodon.#Social... | #LookNoQuestionMark

#DontPanic; #NoOneCares...

#JustLike #SpaceKarenX's US$44bn #KiddiePornGeneratingAI #Website... #FormerlyKnown as #TwitterX

🧙🤖🤖🧙 | 🪐🦹🚀🦄🚀🦹🪐

#AgeVerification #NoAgeVerificationRequired #TheInternetIsStillOn #FalseEquivalence #AuditTrail

PSiReN-X

Apr 23

#WhateverHappenedTo... #Mastodon.#Social... | #LookNoQuestionMark

#DontPanic; #NoOneCares...

#JustLike #SpaceKarenX's US$44bn #KiddiePornGeneratingAI #Website... #FormerlyKnown as #TwitterX

🧙🤖🤖🧙 | 🪐🦹🚀🦄🚀🦹🪐

#AgeVerification #NoAgeVerificationRequired #TheInternetIsStillOn #FalseEquivalence #AuditTrail

Billy E Whited Apr 21

Digital breadcrumbs help us navigate the future. Every action, every decision, and every outcome is tracked and logged for accountability. Transparency is key to trust. #AuditTrail #DigitalAccountability

Billy E Whited Apr 19

AI, Audited. Every action on Atlas UX is logged for total accountability. Your data, transparent. #AuditTrail #AtlasUX #TransparencyMatters

Billy E Whited Apr 9

Another day, another layer of transparency at Atlas UX. Our audit trail logs every action, ensuring accountability and trust. 30+ agents, seamless operations. #AuditTrail #TransparencyMatters #AtlasUX