Fixed price vs Time & Material — when each makes sense
Agencies love hourly billing. Clients hate surprise invoices. Here is how we decide which model fits a project — and when hybrid still works.
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Insights
No hype — just what we learned shipping fixed-price software, RAG systems and AI automation for US and EU teams.
How we build production RAG without hallucinations
Demo RAG is easy. Production RAG needs evals, grounding, fallbacks, and humans in the loop — not a bigger prompt.
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Follow-the-sun: a real case of 40% faster delivery
A US SaaS team cut delivery time without cutting quality — by overlapping US and EU engineering hours with clear handoffs.
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Why most AI projects fail in production
The demo worked in a weekend. Production broke silently. Here are the gaps we see on almost every rescue project.
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