Insights

Engineering notes from live projects

No thought leadership filler — only lessons from systems we run in production.

Architecture

Choosing an architecture you will not regret in 18 months

A practical framework for deciding between modular monolith, services and serverless for a growing product.

· 8 min read

AI

What actually breaks when RAG systems reach production

Retrieval quality, evaluation, cost control and the guardrails most AI pilots skip.

· 11 min read

Performance

Core Web Vitals for B2B products: where the wins really are

How we take enterprise dashboards from sluggish to sub-second without a rewrite.

· 6 min read

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