Do Not Churn

Life and Work Through an Agent's Interface

Grok Bot, OpenClaw's consumer-ready successor, against custom-built agents and Claude Cowork - all doing the work you told them to do, explained through…

Sep 16 • Daria Littlefield

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Modelmaxxing vs tokenmaxxing - 1:0 or wake me up when AGI will come

When a model becomes a commodity, what is actually the moat?

Sep 4 • Daria Littlefield

August 2026

AI can win gold at the Math Olympiad, but it still can't answer the phone

A field guide to the gap between what AI can do and what it's limited to doing, for the person trying to talk to customer support.

Aug 19 • Daria Littlefield

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July 2026

The moat that had to be bought

Salesforce, Adobe, and SpaceX spent more than $65 billion over eight months to re-secure switching costs that agentic AI had arbitraged away.

Jul 14 • Daria Littlefield

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June 2026

The collapse of earned activation

Agents will do every step you let them. Retention now depends on the one you don't.

Jun 18 • Daria Littlefield

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AI takes the thinking out, how do we get it back?

One product decision that changes the way AI impacts the learning process

Jun 4 • Daria Littlefield

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May 2026

AI buddy that lives next to your cursor

Screen-aware AI turns every unfamiliar app into a lesson with someone next to you

May 22 • Daria Littlefield

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The free skill library is not a gift (it's a strategy)

Why Anthropic and Vercel are both building open skill ecosystems - and what every product builder can learn from it.

May 14 • Daria Littlefield

How email app product category is splitting into two jobs

One is to make an inbox faster. The other is to stop the inbox from existing.

May 7 • Daria Littlefield

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April 2026

Why software is about to stop having an interface

A look at Thesys and Flipbook - what Y Combinator, Anthropic, and the SaaS incumbents are slowly turning into substrates are telling us about who…

Apr 30 • Daria Littlefield

How Claude Design absorbed the last human-owned step in vibe coding

And what it reveals about the kind of churn no moat was built.

Apr 22 • Daria Littlefield

Churn is just graduation you didn't design for.

Cabinet, Mem, and NotebookLM show what happens when a personal knowledge base hits its ceiling.

Apr 15 • Daria Littlefield