Practical writing on AI-augmented development, product strategy, and shipping software that scales — from the engineers who build it.

How AI-augmented workflows let small teams ship production software faster — without trading away the engineering judgment that keeps it reliable.
StartupsThe discipline of cutting to the core loop — and why most first builds try to do far too much.
EngineeringArchitecture decisions that keep a SaaS product fast and secure from first customer to thousands.
AI & AutomationPractical guardrails for retrieval-augmented generation so your assistant stops making things up.
ProductOnboarding, notifications, and the small design choices that decide whether users come back.
DesignHow reusable components keep a product coherent as teams and features multiply.
EngineeringThe pipelines and safety nets that make frequent releases boring — in the best way.
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