
GridPulse
A Grid Intelligence Platform &
Reference Implementation for APES
AI-first Product Engineering in Action
GridPulse showcases how APES can rapidly deliver sophisticated domain applications. Built as a reference implementation for the energy sector, it demonstrates production-grade architecture for grid intelligence.
โก Tacking Domain Complexity at Speed
Electric grid data transformation, carbon intensity calculations, and complex energy domain cocepts. Building iteratively.
๐๏ธ Production-Ready Architecture
Microservice platform on AWS ECS Fargate with zero-trust security, cost optimization, and scalable foundation
๐ค APES Framework in Action
Spec-driven development, role-based AI workflows, production infrastructure delivered rapidly and iteratively
Features In Development
Four capabilities we're building in the open to serve different energy sector personas - explore the demo as it evolves!
๐ฐ Daily Pulse
Daily briefs with headlines and annotated charts for energy reporters and bloggers
โก What's Powering Me
COโ intensity tracking and clean energy window predictions for consumers timing flexible loads
๐ฆ Duck Days
Gallery of "duckiest" days with net-load visualizations for analysts and educators
๐ What Changed
Daily diff cards vs baseline metrics. KPI dashboards with delta comparisons for executives tracking grid changes. Paits a picture about recent trends in real Grid data.
๐ Explore the Demo
See GridPulse in action with interactive dashboards and realistic mock data demonstrating the planned functionality
Launch Demo โGridPulse: BUILT BY APES
GridPulse served dual purposes during development:
1. Product Demonstration
Showcasing energy domain capabilities and what's possible with AI-first product engineering
2. Framework Validation
Proving APES methodology works by developing the framework alongside GridPulse
The validation: Production-ready infrastructure and feature UIs delivered fast; additional data integration and features in progress
Technology Stack
- React Router 7 SSR webapp
- Python FastAPI microservices
- Terraform-managed AWS infrastructure
- PostgreSQL with Supabase
- Automated monitoring and deployment
Infrastructure Delivered
- Complete microservice architecture
- Production security and monitoring
- Cost-optimized deployment
- Scalable foundation for production data
The framework was developed alongside GridPulse, with every APES pattern validated against real implementation requirements.
Learn about APES โInterested in Energy Sector Applications?
GridPulse demonstrates what's possible when AI-first product engineering meets domain expertise. Let's discuss how we can build similar solutions for your energy or sustainability initiatives.
Schedule a Demo