SRE Agent - Failure Analysis

January 11, 2026

Version updated for https://github.com/Mrgig7/Autonomous-Al-powered-SRE-Agent to version v1.0.0.

This action is used across all versions by ? repositories.

Go to the GitHub Marketplace to find the latest changes.

Action Summary

The Autonomous AI-powered SRE Agent is a self-healing CI/CD platform designed to detect, diagnose, and resolve build failures automatically. It leverages AI to identify issues in real-time, analyze root causes, generate safe code fixes, and validate them in isolated environments before creating pull requests with detailed explanations. This action streamlines CI/CD processes, reduces manual debugging efforts, and improves development efficiency by minimizing downtime and human intervention.

Release notes

🚀 SRE Agent v1.0.0 - Self-Healing CI/CD Platform

Autonomous AI-powered SRE Agent that transforms your CI/CD pipelines into self-healing systems.

✨ Key Features

Feature	Description
✅ Auto Failure Detection	Real-time monitoring of all workflow runs
🔍 AI Root Cause Analysis	Uses LLMs (Ollama, OpenAI) to analyze failure logs
🔧 Intelligent Fix Suggestions	AI-generated code fixes with explanations
🔄 Auto PR Creation	Automatically creates PRs with suggested fixes
📢 Multi-Channel Notifications	Slack, Teams, Email, PagerDuty, Webhooks
🔐 Enterprise RBAC	Role-based access control (Viewer, Operator, Admin)
📊 Real-time Dashboard	React-based UI with live SSE updates
📝 Audit Logging	Complete audit trail for compliance

🔌 Supported CI/CD Platforms

✅ GitHub Actions
✅ GitLab CI
✅ CircleCI
✅ Jenkins
✅ Azure DevOps

📦 Installation Options

Option 1: GitHub Action (Easiest)

Add to any repository in 30 seconds:

# .github/workflows/sre-agent.yml
name: SRE Agent
on:
  workflow_run:
    workflows: ["*"]
    types: [completed]

jobs:
  analyze:
    if: ${{ github.event.workflow_run.conclusion == 'failure' }}
    runs-on: ubuntu-latest
    steps:
      - uses: Mrgig7/Autonomous-AI-powered-SRE-Agent@v1.0.0
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}

Option 2: Docker Compose (Self-Hosted)

git clone https://github.com/Mrgig7/Autonomous-AI-powered-SRE-Agent.git
cd Autonomous-AI-powered-SRE-Agent
cp .env.example .env
docker-compose up -d

Option 3: Local Development

poetry install
poetry run uvicorn sre_agent.main:app --reload

🏗️ Architecture

┌─────────────────┐     ┌─────────────────┐     ┌─────────────────┐
│   CI/CD Event   │────▶│   SRE Agent     │────▶│   LLM Engine    │
│   (Webhook)     │     │   (FastAPI)     │     │   (Ollama/GPT)  │
└─────────────────┘     └────────┬────────┘     └─────────────────┘
                                 │
                    ┌────────────┼────────────┐
                    ▼            ▼            ▼
              ┌──────────┐ ┌──────────┐ ┌──────────┐
              │  Slack   │ │  Teams   │ │ PagerDuty│
              └──────────┘ └──────────┘ └──────────┘

📚 Documentation

🆕 What’s New in v1.0.0

Initial public release
Multi-platform CI/CD support (GitHub, GitLab, CircleCI, Jenkins, Azure DevOps)
AI-powered failure analysis and fix generation
Multi-channel notification system
Enterprise RBAC and authentication
React dashboard with real-time updates
Docker and GitHub Action deployment options

📄 License

MIT License - Use freely in personal and commercial projects.

Made with ❤️ for DevOps teams everywhere