Blog
What we're learning about AI, performance, cloud, and building software that lasts.
Most RAG demos fall apart with real users. Here's the evaluation-first playbook we use to ship retrieval pipelines that survive production.
What actually breaks when you upgrade a production app to Next.js 16 — and the fixes, from someone who's done it a dozen times.
A real cost-optimization engagement, step by step: zombie resources, right-sizing, and the reserved-capacity math nobody does.
Most MVPs fail before development starts — they're scoped like v3 products. Here's the framework we use to ship validated products in six weeks.
One URL per pull request changed how our teams ship. Here's why preview environments beat staging — and how to set them up in an afternoon.
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