Engineering notes
The work, unfiltered.
Practical writing from a team that ships custom software. What we’ve learned, what we’ve broken, what we recommend.
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AI & ML·Apr 29, 2026
What it takes to add AI to a real product (not a demo)
Building an LLM demo takes a weekend. Shipping AI inside a product that 50,000 customers depend on is a different problem. Here's what changes.
9 min readRead
Engineering·Apr 21, 2026
Choosing your tech stack in 2026: a practical framework
Stop reading benchmark blog posts. Here's the framework we actually use to pick the technology behind a new build, with the questions that matter and the ones that don't.
8 min readRead