Data Plane
Devman's AI data plane is split across this repository and the sibling devman-me/contabo-02 stack.
Responsibilities
- Postgres and Redis for durable state and coordination.
- Qdrant for vector search.
- LiteLLM for model gateway patterns.
- Langfuse for traces and evaluation telemetry.
- MinIO for object storage.
Connectivity
Some services are reached through private networking or Cloudflare Tunnel depending on the service and environment. Treat exact IPs, ports, and tunnel targets as sensitive operational data.
Documentation Rule
Public docs may describe these services conceptually. Internal docs may describe routing, health checks, and operational procedures when protected by access control.