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Notes from the build.

What we've learned shipping AI, Web3 and product work, written down so you don't have to learn it the hard way.

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Before you build an AI agent, answer these five questions

Most agent projects that stall do so for boring reasons: unclear scope, messy data, nobody owning the edge cases. Here is the checklist we run first.

AI·Sep 22, 2026·1 min read

More posts

  • Sep 8, 2026

    RAG or fine-tuning? A plain-English way to decide

    Two ways to make a language model know about your business. They solve different problems, and picking the wrong one is expensive.

    AI·Sep 8, 2026·1 min read

    AI
  • Aug 25, 2026

    What a smart contract audit actually covers (and what it doesn’t)

    An audit is not a guarantee. Here is what auditors look for, what is out of scope, and how to get real value from one.

    Web3·Aug 25, 2026·1 min read

    Web3
  • Aug 11, 2026

    How to scope an MVP without over-building it

    The hardest part of an MVP is deciding what to leave out. A practical way to cut scope without cutting the point of the product.

    Product·Aug 11, 2026·1 min read

    Product
  • Jul 28, 2026

    SEO for a product launch: what to do in the first 90 days

    Search traffic takes time, so the work has to start early. A simple plan for the months around launch.

    Growth·Jul 28, 2026·1 min read

    Growth
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