From the founder

Thinking
out loud.

On AI in product engineering, how the delivery model is changing, and what we’re learning from building real systems for real companies.

AI Engineering · 6 min read

Why production RAG is harder than everyone thinks — and how to get it right

Naive RAG is easy to build. Production RAG is an engineering discipline. Here’s what we’ve learned shipping retrieval systems for enterprise clients.

Coming soon
Engineering Teams · 5 min read

The senior small team is eating the large delivery pyramid

Why the 50-person agency model is structurally broken in the AI era, and what replaces it.

Coming soon
Product Engineering · 7 min read

Shipping in 8 weeks: what it actually takes to go from problem to production

The honest breakdown of how we compress timelines without compressing quality.

Coming soon
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