I go into businesses, find the work that AI should be doing instead of your team, and build the fix.

So your team can get on with the proper work.

No IT department needed. No technical background required.

Let’s talk →

If your business has grown but the way it runs hasn’t kept pace, that’s usually where I come in. Work tracked in spreadsheets, information buried in email chains, software that’s barely being used — I find where AI can take that load off and build the automation that does it. You get something working, not a report.

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Microsoft

Copilot Cowork Custom Skills: Here's What I Found

I tested Copilot Cowork custom skills for a week. The docs make setup look simple, but there's undocumented behaviour, built-in skill conflicts, and a persistence gap vs Claude Cowork.

3 min read min read

Claude Cowork is the prosumer's AI agent. Here's what it actually does.

I started using Claude Cowork about three weeks ago. Most of the coverage is by devs, written for other devs. I'm not one. I'm a non-developer who builds personal AI infrastructure (automations, skills, pipelines) using Claude and n8n. Cowork changed what I can delegate. What Cowork

4 min read min read

Context Snapshots: How to Manage Claude's Context Window Across Long Sessions

Claude just got memory. Free for everyone, from March 2026. It remembers your name, your preferences, your writing style, and your recurring projects. If you've spent the last two years re-explaining yourself at the start of every AI conversation, that friction is mostly gone now. But there'

3 min read min read

I Built a Personal AI Stack Without Writing a Line of Code. Here's How.

I'm not a developer. I used to be a chef. About four years ago I made a fairly random career change into IT and ended up as a team leader doing Microsoft 365 architecture. I mention this because it matters for what follows. Everything in this stack was

8 min read min read