Frontend
Next.js App Router, TypeScript, and Tailwind CSS.
Architecture
System Map
Current modules for the first private deploy, including the live chat boundary, advisory coding-agent dispatch, and reserved surfaces for future private context.
API Gateway
Server-side boundary for provider calls and secret handling.
Model Router
NVIDIA Nemotron chat route with deterministic advisory coding dispatch.
Memory Layer
Postgres-backed private profile memory with user review before activation.
Agents
Advisory coding profile for patch guidance. No worker can execute changes.