marcusquinn/aidevops
Vibe-Coding is easy. DevOps is hard. OpenCode & Git token-efficient AI agent automation for your app, business, and personal development. Opinionated tools, services, CLI & API stack for speed, security, and 24/7 results. Open-source first. SOTA everything. Try on your repos for money-making magic.
What it solves
Standard AI tools often require heavy manual coordination to manage context, model selection, security, and task tracking. aidevops bridges the gap between a model's capability and actual project completion by providing structure, safety, and verification for autonomous agent workflows.
How it works
The framework uses a multi-layer agent design pattern with specialized domain agents (e.g., Build, Product, Marketing, SEO) and subagents. It implements "Pulse supervision" to monitor work, uses cross-model checks to reduce failure modes, and employs a "Vault" security model to keep secrets out of AI chat contexts. It integrates with services via MCP servers and handles complex missions by breaking them into milestones with automated validation and budget tracking.
Who it’s for
Developers, DevOps engineers, and business operators who want to move beyond single-task AI interactions toward autonomous, structured project delivery across software, infrastructure, and marketing domains.
Highlights
- Domain-specific agents covering code, automation, product, marketing, legal, and more
- Pulse supervision for automated dispatch, merging, and stuck-work recovery
- Security-first design featuring secret management, supply chain scanning, and trust boundaries
- Multi-model orchestration to optimize for cost and capability
- Automated reporting to turn evidence bundles into decision-ready Markdown or PDF documents