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The Resource · Blog

The Daily Stitch.

Notes from the lab. Posted daily, read in two minutes, useful the same afternoon.

Use AI to learn, not just to get answers

Most people ask AI a question, copy the answer, and retain nothing. Used differently, the same tool becomes the best tutor you have ever had. The shift is small and almost nobody makes it.

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Your first AI agent: when to build one, and how to define it

The difference between a chatbot and an agent is the difference between a meeting and an employee. Most first agents fail for two boring reasons, and both are fixable before you build anything.

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AI content pipelines: the assembly line reaches creative work

A full 3D documentary, an animated historical film, produced almost entirely by an AI pipeline. Creative work just got an assembly line, and the same old rule decides whether the output is worth watching.

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The biggest problem with AI is not capability. It is trust.

People keep waiting for AI to get smart enough. For most business work, it already is. The thing actually blocking adoption is quieter and harder: can you trust what it produces enough to act on it?

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The honest way to make money with AI: sell a solved problem, not "AI"

Sell Claude workflows, build a $12k-a-month channel, sign AI clients fast. Most make-money-with-AI advice is hustle theater. The honest version is boring, durable, and it does not lead with the letters A and I.

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Building an AI "second brain" that actually holds up

Connect a few tools, capture every note and voice memo, and let AI organize your whole life. The second-brain idea is real and useful, and most builds collapse within a month. The difference is not the tools.

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Your AI bill is a context problem

Someone recently cut a model bill in half by rendering text as images to dodge the tokenizer. It is a clever hack, and it points at the real lesson: your AI cost is a context problem you can actually manage.

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What a business should take from the AI-doom discourse

You have three years left. Superintelligence is coming and it is scary. The doom discourse is gripping and mostly useless for running a business, but not entirely. Here is the part worth keeping.

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The real workflow for building with AI (it is not one prompt)

The demos make building with AI look like one prompt and a finished app. The real workflow is less magical and far more effective, and it is mostly the opposite of how beginners use these tools.

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The cost of intelligence is collapsing. Plan for it.

Every few weeks a frontier model gets 50 or 80 percent cheaper, usage jumps five-fold, and the discount pays for itself. The price of intelligence is falling on a curve, and it should change your plans.

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