AI DevOps Framework

aidevops.sh — An OpenCode plugin and AI operations platform for launching and managing development, business, marketing, and creative projects. 13 specialist AI agents handle the automatable work across every domain so your time is preserved for real-world discovery and decisions that AI cannot yet reach.

Recommended setup: OpenCode + Claude models (Anthropic). All features, agents, and workflows are designed and tested for OpenCode first. Claude models (haiku, sonnet, opus) deliver the best results across all agent tiers.

"Scope a mission to redesign the landing pages — break it into milestones, dispatch workers in parallel, validate each milestone, and track budget across the whole project"

One conversation, autonomous project delivery — with enterprise-level security & quality-control.

Founded by Marcus Quinn on 9th November 2025 to help anyone level-up their AI & Open-Source game.

The Philosophy

Maximum value for your time and money. aidevops is built on these principles:

• Autonomous orchestration - An AI supervisor runs every 2 minutes, dispatching parallel workers, merging PRs, detecting stuck processes, and advancing multi-day missions — no human babysitting required
• Multi-domain agents - 13 specialist agents (code, automation, SEO, marketing, content, legal, sales, research, video, business, accounts, social media, health) with 900+ subagents loaded on demand
• Multi-model safety - High-stakes operations (force push, production deploy, data migration) are verified by a second cross-provider model before execution — different providers have different failure modes, so correlated hallucinations are rare
• Resource efficiency - Cost-aware model routing (local → haiku → flash → sonnet → pro → opus), project-type bundles that auto-configure quality gates and model tiers, budget tracking with burn-rate analysis
• Self-healing - When something breaks, diagnose the root cause, create tasks, and fix it. Every error is a live test case for a permanent solution
• Self-improving - When patterns of failure or inefficiency emerge, improve the framework itself. Session mining extracts learnings from past sessions automatically
• Gap awareness - Every session is an opportunity to identify what's missing — gaps in automation, documentation, coverage, or processes — and create tasks to fill them
• Git-first workflow - Protected branches, PR reviews, quality gates before merge. Sane vibe-coding through structure
• Parallel agents - Multiple AI sessions running full Ralph loops on separate branches via git worktrees
• Progressive discovery - /slash commands and @subagent mentions load knowledge into context only when needed
• Open-source ready - Contribute to any project the same way you work on your own. Clone a repo, develop solutions to issues locally, and submit pull requests — the same full-loop workflow works everywhere

The result: an AI operations platform that manages projects across every business domain — absorbing everything automatable so you can focus on what matters.

Built on proven patterns: aidevops implements industry-standard agent design patterns - including multi-layer action spaces, context isolation, and iterative execution loops.

Why This Framework?

Beyond single-task AI. Most AI coding tools handle one conversation, one repo, one task at a time. aidevops manages your entire operation — dispatching parallel AI agents across multiple repos, routing tasks to domain-specialist agents, and running autonomously for days on multi-milestone projects.

What makes it different:

• Autonomous supervisor - AI pulse runs every 2 minutes: merges ready PRs, dispatches workers, kills stuck processes, advances missions, triages quality findings — no human in the loop
• Cross-domain intelligence - 13 agents spanning code, automation, business, marketing, legal, sales, content, video, research, SEO, social media, health, and accounts — each with domain expertise and specialist subagents
• Multi-model safety - Destructive operations verified by a second AI model from a different provider before execution
• 30+ service integrations - Hosting, Git platforms, DNS, security, monitoring, deployment, payments, communications
• Mission orchestration - Multi-day autonomous projects broken into milestones with validation, budget tracking, and automatic advancement

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Quick Reference

• Purpose: AI-assisted DevOps automation framework
• Install: npm install -g aidevops && aidevops update
• Entry: aidevops CLI, ~/.aidevops/agents/AGENTS.md
• Stack: Bash scripts, TypeScript (Bun), MCP servers

Key Commands

• aidevops init - Initialize in any project
• aidevops update - Update framework
• aidevops auto-update - Automatic update polling (enable/disable/status)
• aidevops secret - Manage secrets (gopass encrypted, AI-safe)
• aidevops security - Full security assessment (posture, secrets, supply chain)
• /onboarding - Interactive setup wizard (in AI assistant)

Agent Structure

• 13 primary agents (Build+, Automate, SEO, Marketing, etc.) with specialist @subagents on demand
• 900+ subagent markdown files organized by domain
• 390+ helper scripts in .agents/scripts/
• 69 slash commands for common workflows

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Enterprise-Grade Quality & Security

**Comprehensive DevOps framework with tried & tested services integrations, popular and tr