I help teams make AI actually stick.
Enterprise AI delivery, multi-agent & MCP systems, and the training that turns pilots into adopted, day-to-day ways of working.
Most AI pilots fail on scope, not on models.
Hand an agent the whole problem and you get sprawl you cannot review. Give it three named tools and a job with edges, and you get something a team can actually ship on a Tuesday. Same model, different blast radius.
Same model. Different blast radius.
Unbounded: the agent decides its own next move, every time.
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Cozy Coast shipped a multiplayer hub with no backend at all. Steam handles lobby discovery, connection brokering and packet relay, and the host relays player state.
Getting started with Ghostwriter, step by step
A plain walkthrough of installing and using the free Ghostwriter tool: where the files go, how to ask for a rewrite, what the clean-up step does, and how much of a difference it actually made in testing.
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