Open source
Working systems you can inspect for free
These are live, public projects — the same techniques and guardrails that go into client work. Each one answers a question you might be asking about your own business.
LM-Studio-Toolkit
If your data can't leave your building
A working private-AI system: servers that let AI models running on your own hardware browse, read files, use terminals, manage calendars and search documents. If confidential records mean you can't use cloud AI, this is the kind of system I would build inside your business — capable AI, with nothing sent to a third party.
Ollama-Plus
If you want AI that asks before it acts
A desktop workspace where AI agents do real work but request approval before consequential actions. If you like the idea of automation but worry about handing an AI the keys, this shows what human-in-the-loop control looks like in practice — the same guardrails I put into client automations.
Why client work isn't shown here
What I build for a client stays that client's business — no published case studies, no screenshots of your dashboard, no using your name to win the next job. That same confidentiality applies to you from the first conversation. These public projects exist so you can verify the quality of the work without anyone's privacy being the price.
More about how I workWondering if this applies to your problem?
Tell me what you're dealing with. I'll tell you straight whether I can solve it and what it would take — no obligation on either side.
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