Field Notes

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We're writing the kind of articles we wish existed when we were figuring this out: production-grade essays on shipping AI, scaling teams, and the engineering decisions that compound.

Coming soon

Shipping production AI

What changes when an LLM stops being a demo and becomes a system real users depend on. RAG, evals, observability, and the cost of getting it wrong.

Coming soon

Stack decisions that compound

The framework choices founders regret three years in, and the ones that pay back interest. Why we pick what we pick, per project.

Coming soon

The 48-hour proposal

How we scope a real engagement in two days without cutting the parts that matter. The discovery call, the trade-offs, the math.

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