AI-operated engineering platform
PolyAgents
A full-stack operations platform and the AI delivery system behind it—bringing services, trading agents, access control, live activity and production monitoring into one operating environment.
- 4 roles
- AI delivery workflow
- ~2,700
- automated tests
- Human-gated
- merges and releases
The constraint
A growing set of APIs, execution services and operational workflows needed to move quickly without turning releases, permissions or production oversight into a collection of manual risks.
What I built
I designed the platform around NestJS, React, Python, PostgreSQL and secure WebSockets, then built a four-role Claude Agent SDK workflow for engineering, QA, monitoring and operations. Agents prepare implementation and evidence; people retain control of every merge and deployment.
Ownership
Product direction, system architecture, full-stack engineering, AI orchestration, delivery controls and production operations.
- NestJS
- React 19
- Python
- PostgreSQL
- WebSockets
- Docker
- Claude Agent SDK
- Prometheus