Agents

EcoGuard uses five focused agents. Each one handles a specific sustainability job.

Agent map

Sustainability Compliance Agent

• Detects inefficient patterns in code and workflows
• Useful during merge request review
• References: agents/sustainability_compliance.py

Carbon Footprint Agent

• Estimates energy use and emissions from pipeline execution
• Uses job runtime and carbon intensity inputs
• References: agents/carbon_footprint.py

Resource Optimization Agent

• Finds heavy jobs and likely bottlenecks
• Recommends caching, parallelism, and runtime reduction
• References: agents/resource_optimization.py

Eco-Friendly Deployment Agent

• Suggests lower-carbon deployment windows
• Compares timing against grid carbon intensity
• References: agents/eco_friendly_deployment.py

Dashboard Data Agent

• Aggregates metrics into dashboard-ready JSON
• Keeps daily, weekly, and summary views aligned
• References: agents/dashboard_data.py