Insights
Notes from the build
Practical, opinionated writing on AI, engineering, and delivery — the stuff we wish someone had told us.
Strategy May 20, 2026 · 6 min read
How to tell if your AI project is actually feasible
Most AI initiatives die not from bad models but from bad framing. Here's the five-question test we run before writing a line of code.
Read article Engineering Apr 8, 2026 · 8 min read
RAG in production: what the demos don't tell you
Retrieval-augmented generation is easy to prototype and hard to productionize. The gap is all in retrieval quality, evaluation, and guardrails.
Read article Delivery Feb 15, 2026 · 5 min read
Fixed scope vs. time-and-materials: picking the right model
The pricing model you choose shapes the incentives on both sides. Here's how we decide which one fits an engagement.
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