BlueRobin · a homelab by Victor Robin
Two projects,
one homelab.
I build production-grade AI on self-hosted infrastructure — and write about it. One is the team of agents that runs my documents; the other is the research behind making the platform debug itself.
The Archives
A self-hosted team of document AI agents
Upload any document and a team of AI agents takes over — triaging, then routing to specialists for retrieval, finance, health, and tax. Behind them: ensemble entity extraction, a knowledge graph, and multi-model vector search, running end-to-end on a homelab K3s cluster.
The Debug Agent
Autonomous, graph-grounded root-cause analysis
When production breaks, an LLM agent investigates — traversing a FalkorDB world-model, ranking suspects with correlation-first scoring, and opening a pull request only when hard evidence supports it. Research-grade RCA at homelab cost.
One platform, two projects
The Archives and the Debug Agent run on the same homelab K3s cluster — one on-prem node plus a Hetzner cloud worker, joined over a Tailscale mesh and fronted by Cloudflare. Production is the only in-cluster environment (ADR-034).