Blog
Engineering & product notes
What we learn building custom software for real clients: LLMs in production, automation, architecture decisions and stack choices. We publish 1-2 articles a month, with no filler and an engineering point of view. For longer reference guides, see Resources.
Latest articles
Jul 16, 2026 · AI
RAG in practice: when to use it, when not, and how to measure quality
When RAG is worth it, how it's built (chunking, embeddings, reranking) and how to measure its quality with real metrics.
Jul 2, 2026 · Business
How we price a project: from idea to a fixed quote
The questions we ask, what drives cost, how we scope the work and why we don't quote off the cuff.
Jun 18, 2026 · Engineering
The stack we use in 2026 (and why)
Next.js, Postgres, FastAPI, Stripe and a simple PaaS: the studio's default choices and when we step away from them.
Jun 9, 2026 · AI
LLMs in production: what we learned shipping them
Real costs, latency, versioned prompts, evaluation and the mistakes we keep seeing when teams put LLMs into a product.
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