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Erik Craddock@eriklink

First Principles Thinking

That brings me back to the momentum Pai describes. First principles thinking makes working that way feel natural. When you truly understand what you’re trying to accomplish, it’s easier to take a small step, learn from it, and keep going. If you’re doing it right, working with agents lets that back-and-forth happen much faster. You get faster learning loops and more momentum, oriented around deep understanding. To me, that’s the new flow state.

First Principles Thinking

Sunil Sadasivan

First Principles Thinking

On first principles thinking, learning to work with agents, and setting experience aside long enough to see a problem clearly.

linkby Erik Craddock (@erik)Credit: Sunil Sadasivan
Erik Craddock@eriklink

You should all be asking way more questions

There will probably come a day when I always get sensible answers to these questions that convince me the model knows what it’s doing. But today is not that day. About half the questions I ask get answers that convince me3 the model has made a mistake

Sean Goedecke

You should all be asking way more questions

Asking frequent, specific questions exposes misunderstandings and design mistakes—whether you’re working with other engineers or AI agents.

linkby Erik Craddock (@erik)Credit: Sean Goedecke
Erik Craddock@eriklink

Astra for Coding: Why Are We Doing This Again?

In fact, with Astra and Fable I feel like not only are the costs astronomical, but the models are also just not for me as a software engineer. And presumably that’s because these models increasingly are for other people. For lawyers, 3D artists, mathematicians, whoever uses computer use, etc.

Astra for Coding: Why Are We Doing This Again?

Armin Ronacher’s Thoughts and Writings

Astra for Coding: Why Are We Doing This Again?

Some thoughts on Astra and newfangled long-horizon models.

linkby Erik Craddock (@erik)Credit: Armin Ronacher