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CarbonZero Duo

GitLab Duo Agent Platform • GreenOps Autopilot

GitLab Duo Flow Google Cloud Run (+0.2 pts) Live MCP Server
🏆 GitLab Transcend Hackathon: Most Environmentally Impactful Project

Life After Code is Zero-Carbon.

An autonomous DevSecOps agent powered by the GitLab Duo Agent Platform and Model Context Protocol (MCP). It dynamically reschedules CI/CD runners to ultra-clean Google Cloud regions, right-sizes container specifications, and signs verifiable Green Bills of Materials (GBOM) directly into your Merge Requests.

📊 Carbon Calculator 🔌 Inspect MCP Tools
94% CFE
Max Clean Energy (Hamina, Finland)
-68%
CI/CD Runner Emissions Reduced
220.8 kg
Annual Operational CO₂ Avoided

Google Cloud Regional Grid Carbon Telemetry

Live Carbon Intensity (gCO₂eq/kWh) and Carbon-Free Energy (CFE%) used by CarbonZero Duo to re-route CI/CD workloads.

CI/CD Pipeline Carbon Savings Simulator

Model emissions of your test, build, and deployment pipelines before vs after CarbonZero Duo optimization.

Pipeline Configuration

Carbon Reduction Impact

-72.4%
Carbon Avoided by Duo Auto-Reroute
Current Region (us-central1):
28.4 gCO₂
Cleanest Target (europe-north1):
4.2 gCO₂
0.021 kWh
Energy Consumed
125 m
Equivalent Car Distance
15.2 kg
Avoided at 50 Runs/Day

GitLab Duo Model Context Protocol (MCP) Tools

Standardized MCP tools exposed by CarbonZero Duo to Anthropic Claude and the GitLab Duo Agent Platform.

DevSecOps Architecture & Google Cloud Integration

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1. GitLab Commit / MR

Developer pushes code or opens Merge Request.

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2. GitLab Duo Trigger

Event kicks off carbonzero-autopilot.yml Flow.

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3. CarbonZero MCP Server

Queries regional grid CFE% & audits K8s manifests.

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4. Google Cloud Run

Verified carbon-aware deployment (+0.2 Bonus).

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5. Signed GBOM Badge

Posts audit certificate & right-sizing patch into MR.