NUILab Agentic AI
NUILab Agentic AI
Guides
Step-by-step, build-along guides for putting agentic AI into practice.
Set up amux on Linux
From a fresh Linux machine to running coding-agent sessions: install Claude Code, install amux and the amux-nui-public commands, sign in, and check the machine is actually ready.
GuidesRun agents on one machine
Install amux, start coding-agent sessions in isolated git worktrees, watch them from a browser dashboard, and drive them with two small scripts: amux-run and amux-attach.
GuidesFind and resume the right conversation
A long-running agent session builds up several conversations. How to list them, resume the one you want, and why an old 401 in the scrollback isn't what it looks like.
GuidesConnect machines with hcom
Put a private network under your machines, run one MQTT broker, join each machine to an encrypted agent bus, and drive every machine's amux from one hub.
GuidesLocal and frontier models
Run a local model for the routine 80% of the work and a frontier model for the hard 20% — how to wire each lane, and which work belongs on which.
GuidesCustomize the Claude Code status line
Replace the default status line with your own script — show the machine, project, model, context left, and usage — and have it shrink to fit the terminal.
GuidesGive an agent standing instructions
The file you drop in a repository to tell a coding agent how to behave — CLAUDE.md, AGENTS.md, and the per-tool equivalents — and how to write one that helps instead of bloats.
GuidesYour first CLAUDE.md
A short starter CLAUDE.md you can copy into your first project, exactly where the file goes on macOS, Linux, Windows, and FreeBSD, and how to decide what earns a line in it.