---
title: "AI DevOps"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/ai-devops/"
jsonUrl: "https://toolvitals.com/api/agent/tools/ai-devops"
indexable: true
---

# AI DevOps

Opinionated open-source stack for AI agent automation with tools, services, CLI, and API components.

## Decision context

- Status: active
- ToolVitals score: 97/100
- Health score: 96/100
- Shipping score: 98/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 100/100
- Last evidence check: 2026-09-14

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Cli Tool
- Openness: OSI-approved OSS
- License: MIT
- Tags: developer-tools, automation, ai-agents, devops, open-source, api-first, agents, agents-md, ai, ai-assistant, ai-assistants, ai-assisted-development, ai-code-review, ai-coding, ai-dev-ops, ai-devops

## Public repository signals

- Repository: [marcusquinn/aidevops](https://github.com/marcusquinn/aidevops)
- Stars: 401 (adoption context only)
- Forks: 67
- Open issues: 11
- Last commit date: 2026-09-14
- Releases in 90 days: 30

## Source receipts

- [Official website](https://aidevops.sh/) — checked 2026-09-14
- [Source repository](https://github.com/marcusquinn/aidevops) — checked 2026-09-14

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.