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🌿 GreenOps Enterprise

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Overview

GreenOps is an autonomous AI agent that optimizes cloud deployments based on real-time carbon intensity. Instead of deploying blindly, it checks the grid status and intelligently schedules workloads for "green windows"—reducing carbon emissions by up to 40%.

Powered By

• Google Gemini 1.5 Flash: The reasoning engine that decides when to deploy.
• UK National Grid Carbon Intensity API: Real-time energy generation data (Wind, Solar, Gas, Coal).

Want to Run Locally?

A dedicated local execution mode for testing on your laptop is here!!

Click Here for Local Setup Guide

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The Problem vs. Solution

The Problem: Invisible Carbon

• Cloud computing emits more carbon than the airline industry.
• Deploying a heavy job at 6 PM (Coal/Gas) = 300g CO2/kWh.
• Deploying the same job at 2 AM (Wind) = <50g CO2/kWh.
• Most DevOps tools ignore this completely.

The Solution: Autonomous Agent

GreenOps acts as a "Sustainability Gatekeeper":

1. Intercepts deployment requests.
2. Checks live grid data via API.
3. Decides:
   • ✅ Green Grid? Deploy immediately.
   • 🏭 Dirty Grid? Schedule for later (e.g., 3 AM).
   • 🚨 Critical Emergency? Override and deploy instantly.

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Architecture

<img width="1112" height="567" alt="Image" src="https://github.com/user-attachments/assets/3149f53b-72d1-4f96-ab9e-e28c93ba7d2e" />

Process Flow

<img width="2724" height="423" alt="Image" src="https://github.com/user-attachments/assets/a103340d-71bd-44d4-a0d4-5f938ad2b371" />

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Real-World Scenarios

| Scenario | Grid Status | Agent Decision | Impact | |:---|:---|:---|:---| | Nightly Build | Dirty (Gas) | Wait 6 hours for Wind peak | -84% Carbon | | Security Hotfix | Dirty (Gas) | Deploy Immediately (Critical) | Safety First | | Data Migration | Moderate | Wait 22 hours for Solar peak | Human Choice |

Acknowledgments

Built for the Google AI Agents Hackathon (November 2025).

• LLM: Gemini 1.5 Flash
• Data: Carbon Intensity API (National Grid ESO)

Future Improvement

We are building the future of sustainable DevOps. Here is what's coming next:

• [ ] Kubernetes Operator: A K8s controller to auto-schedule pods based on node carbon intensity.
• [ ] Multi-Region Arbitrage: "Follow the Wind" routing—moving workloads from UK (calm) to Spain (windy) automatically.
• [ ] Hardware Awareness: Integration with NVIDIA MIG to throttle GPU power during dirty grid windows.
• [ ] CI/CD Plugins: Native plugins for GitHub Actions and GitLab CI.

🤝 How to Contribute

We welcome contributions from the community! Whether it's fixing bugs, adding new features, or improving documentation.

1. Fork the repository.
2. Create a Branch: git checkout -b feature/AmazingFeature.
3. Commit your changes: git commit -m 'Add some AmazingFeature'.
4. Push to the branch: git push origin feature/AmazingFeature.
5. Open a Pull Request.

Ideas for Contribution

• Add support for other grid APIs (e.g., ElectricityMaps, WattTime).
• Create a Docker container for the agent.
• Improve the visualization dashboard.

License

Distributed under the License See for more information.

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Code Smarter. Breathe Easier. 🌿

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