Blog

Thinking on software, AI, and building products that last

Practical writing for founders, product managers, and engineers. No fluff, no sales pitch — just what we've learned shipping 200+ products.

Server infrastructure representing AI-native architecture
Software Architecture 12 min read

How We Made Existing Software Operable by AI

A real engineering case study on redesigning an internal platform into an API-first, agent-enabled system — without replacing the software or the team.

Startup planning and product scoping
Product Strategy 7 min read

How to Scope Your SaaS MVP Without Wasting Six Months

Most SaaS MVPs fail not because the idea was wrong, but because the scope was. A framework for deciding what to build first — and what to cut without killing the product.

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