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Insights

Notes from the build.

Practical writing on scope, AI reliability, offline-first products and the unglamorous parts of shipping software.

4 notesRSS
Studio6 min

Scope the release, not the roadmap

A practical way to cut a product down to the first release that proves something — without pretending the rest of the roadmap does not exist.

Muhammad Naeem

AI

Shipping AI that does not invent prices

How to build an AI feature where the facts are exact, the cost is bounded and the failure state is designed — using an on-device assistant as the example.

7 min

Engineering

Offline-first is a product decision

A cache is not an offline strategy. What it takes to make an app useful before the first network call — and the first-run bug we shipped while learning it.

6 min

Engineering

The edge is boring now — and that is the point

What a free Cloudflare Worker and D1 can carry, where the free tier stops being free, and the API shape that kept BundleWala simple.

5 min

Build notes

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