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Notes on building AI products

Lessons from taking AI from prototype to production — engineering, architecture, and the decisions that decide whether an AI feature ships.

Agentic software in the Mittelstand: a practical, GDPR-aware guideAI agents are moving from vendor demos into real Mittelstand operations. What agentic AI actually is, where AI agents create value in mid-sized companies, when a deterministic workflow beats an agent — and how to adopt agents without violating GDPR or the EU AI Act.AgentsMittelstandGDPR

What work could agents take off your team?

Bring one recurring workflow or a product idea. Thirty minutes, an honest assessment, a clear next step.

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