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Notes from the work

What we have learned building and rescuing products for SaaS companies and startups — architecture, AI, security, delivery. No listicles, no reheated press releases.

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E-Commerce

E-Commerce: The Stages of a Solution

Most e-commerce projects fail at a stage transition, not at launch. The four stages a commerce system passes through, and the signals that tell you it is time to move.

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Software Architecture

Realtime Applications: What They Actually Require

Realtime is not a feature you add. It changes your connection model, your state model, your deployment and your failure modes. What to plan for before you promise it.

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