Work Breakdown Structure (WBS)
📊 Project Management
EcoGuard — Work Breakdown Structure
A hierarchical decomposition of the total scope of work to be carried out by the team to accomplish the project objectives and create the required deliverables.

1. Project Initiation & Planning
- 1.1 Requirement Analysis
- 1.1.1 Gather requirements from stakeholders
- 1.1.2 Define sustainability metrics and compliance standards (EU CSRD, ISO 14064, GHG Protocol)
- 1.1.3 Finalize System Requirements Specification (SRS)
- 1.2 Project Planning
- 1.2.1 Develop project schedule and timelines
- 1.2.2 Resource allocation and role definition (DevOps, Lead, Sustainability Officer)
- 1.2.3 Define testing and quality assurance strategy
2. System Architecture & Design
- 2.1 High-Level Design (HLD)
- 2.1.1 Design overall system architecture (GitLab CI/CD Integration, Agent Network)
- 2.1.2 Define data flow between GitLab APIs, Electricity Maps, and AI Agents
- 2.2 Low-Level Design (LLD)
- 2.2.1 Design database and storage schema for carbon footprint data
- 2.2.2 Define API endpoints and data structures
- 2.2.3 Design AI agent prompts and logic flows
3. Core Development & Implementation
- 3.1 AI Agent System Development
- 3.1.1 Develop Carbon Footprint Agent (Calculation & Forecasting)
- 3.1.2 Develop Sustainability Compliance Agent (Reporting & Auditing)
- 3.1.3 Develop Resource Optimization Agent (Anomaly Detection & Remediation)
- 3.1.4 Develop Dashboard Data Agent (Data Aggregation & Formatting)
- 3.1.5 Develop Eco-Friendly Deployment Agent (Smart Scheduling)
- 3.2 Integrations & APIs
- 3.2.1 Implement GitLab API integration for fetching pipeline data
- 3.2.2 Implement Electricity Maps API integration for real-time carbon intensity
- 3.3 Frontend & Dashboard Development
- 3.3.1 Develop emission trend dashboards
- 3.3.2 Implement alerting UI and threshold configuration
- 3.3.3 Create report generation and export interfaces (PDF/CSV)
4. Testing & Quality Assurance
- 4.1 Test Case Generation
- 4.1.1 Define manual test cases in Excel
- 4.1.2 Generate AI-driven edge cases using TestGPT
- 4.2 Automated Testing
- 4.2.1 Develop unit tests for AI agents using PyTest
- 4.2.2 Develop integration tests for API endpoints
- 4.3 System Validation
- 4.3.1 Execute full system test in sandbox environment
- 4.3.2 Validate compliance report accuracy
5. Deployment & Release
- 5.1 CI/CD Pipeline Setup
- 5.1.1 Configure automated deployment pipelines for EcoGuard
- 5.1.2 Set up environment variables and secure secrets
- 5.2 Production Release
- 5.2.1 Deploy to production environment
- 5.2.2 Conduct final smoke tests
- 5.3 Documentation & Handoff
- 5.3.1 Finalize user guides and architecture docs
- 5.3.2 Conduct handover training for DevOps team