Engineering insights
Practical notes from product, engineering and growth delivery.
Useful notes around product decisions, engineering, cloud, AI, integrations and growth—written to help teams make better delivery decisions.
Django vs FastAPI for SaaS: decide from the product, not the trend
A practical way to choose between Django and FastAPI based on product shape, team needs and operational constraints.
From AI demo to product feature: a production integration checklist
What changes when an LLM or ML experiment becomes a real feature inside a production product.
Backend handovers that do not become archaeology
A compact checklist for making backend systems easier for the next engineer or client team to own.