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Notes on working with AI

Claude for every team

The basics every team needs: the first week with Claude, how the model works, and what to ask before you trust an answer.

3 min read

Dictate instead of typing, free and private

Speaking is much faster than typing, and spoken prompts carry more context. Handy is a free app that turns your voice into text, offline.

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4 min read

An assistant that messages you first

Claude Duet checks your apps on its own and sends a morning brief before you ask. It isn't in Israel yet, but you can build its core today.

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4 min read

Ask your AI to write like an aircraft manual

One line in your prompt turns rambling AI answers into steps a new hire can follow. The idea comes from the manuals that keep aircraft flying.

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4 min read

Ambition is the bottleneck, not the model

A strong model answers what you ask. Four knobs and one appended prompt make you ask for what a top professional would actually do.

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3 min read

Why long chats get slow, and what to do about it

A language model does not remember your conversation. It rereads it. That one fact explains why a three-hour chat is slower, uses more of your limit, and loses early details.

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4 min read

The most useful thing a company AI can say

A company AI that answers every question has a design defect. The fix is a refusal threshold, cited sentences, and a test set that includes questions it must decline.

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4 min read

The GitHub list that will make you rich (it won't)

A list of GitHub repositories promised to make money on their own. A closer look at what two of the five can actually do for a small business, and why the other three need an engineer first.

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5 min read

How Much Does an AI Workshop for a Company Actually Cost?

You searched for a price and found a form instead. We won't publish a number either, and here's why, plus what actually drives the cost of a corporate AI workshop: group size, format, how much it's built around your own documents, and what happens after.

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3 min read

The question I ask before any agent gets a real job

Most teams that get an agent working never get past the demo, and the reason is almost never the model. The real question is whether you can ask it, each evening, what it did, and get an answer.

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See the workshop for this team

Claude training for teams

Want your team working this way?

This is the material we teach in workshops, at your office or online. Tell us what you're trying to solve, and we'll come back with a plan.