
Local AI Agents
Bounded agents you can trust on your own machine.
Self-paced · Evidence-led · Built in the open
Learn the systems behind useful AI: bounded agents, protected data, verifiable evidence and accountable decisions. 4 free, self-paced courses — open now. No accreditation claims, no hype — verified completion certificates only.

Three focused paths

Bounded agents you can trust on your own machine.

What modern AI can do, where it fails, and how to work with it safely.

AI in the project room — with governance and human accountability intact.

Multi-agent systems, injection defence and evaluation — still on your own hardware.
Monday · Wednesday · Friday
An agent can use a page, document or message as evidence without treating instructions inside it as authority. Design that boundary before connecting powerful tools.
A full disk invites a hurried deletion. A safer home-server workflow identifies the owner, growth rate, reclaimable data, retention need and recovery path before cleanup becomes automatic.
Running a model on your own machine can remove one remote data path, but prompts, tools, logs, saved outputs, backups and sharing still decide where information travels.