NUILab Agentic AI
Tools & Frameworks
The frameworks, SDKs, models, and infrastructure used to build and run agents — one page per tool.
amux
A session manager for coding agents: runs each agent in its own git worktree inside tmux, with a web dashboard to watch and steer them all.
Tools & Frameworksamux-tools
Companion commands for amux — drive other machines, find the right past conversation, recover a session's auth, and jump between sessions. Download the package or clone the repo.
Tools & Frameworkshcom
A cross-machine, end-to-end-encrypted message bus that lets agents on different machines coordinate — claim tasks, flag collisions, pass results.
Tools & Frameworksmosquitto
The private MQTT broker the hcom agent bus syncs through — run your own, bound to the private network and password-protected, so coordination traffic stays off the public internet.
Tools & FrameworksTailscale
The private network the stack runs over — a WireGuard mesh that gives every machine a stable address and keeps the dashboards, broker, and bus off the public internet.
Tools & FrameworksClaude Code
Anthropic's command-line coding agent — the frontier lane of the stack, run under amux for parallel, isolated sessions.
Tools & Frameworksopencode
An open-source terminal coding agent. In this stack it drives the local lane — pointed at a local model, never at a paid subscription.
Tools & FrameworksOllama
Serves open models locally over a simple HTTP API — the engine behind the local lane, run once on a GPU machine and shared across the set.