Architecture

Orbit is composed of modular services for AI, data, and orchestration:

• Backend: Python services for AI, orchestration, and API endpoints.
• Frontend: Next.js app for user interaction and dashboards.
• Database: Postgres with vector extension for AI workloads.
• Infrastructure: Docker Compose for local development; AWS for cloud deployments.

Cloud Endpoints

• Agents: http://agent.local.pyxis-sandbox-ai-app:8000/docs
• MCP servers: agent.local.pyxis-sandbox-ai-mcp
• Apps: agent.local.pyxis-sandbox-ai-activity

Observability

• Grafana: http://agent.local.pyxis-sandbox-ai-grafana:3000
• Jaeger: http://agent.local.pyxis-sandbox-ai-jaeger:16686/
• Prometheus: http://agent.local.pyxis-sandbox-ai-prometheus:9090
• Loki: agent.local.pyxis-sandbox-ai-loki:3100

Design Docs

Convert README.md to HTML/PDF with Pandoc:

pandoc -s -f markdown ./README.md -o ./readme.html -c ./docs/theme.css --metadata title="JFI AI POC"