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Six-plus years shipping production software across web, mobile, cloud platforms, auth, real-time data, intelligent retrieval, and design systems. The through-line is ownership: turning ambiguous product requirements into secure, usable systems.
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Why structuring design tokens for AI coding agents yields better prototypes and faster shipping — and how Claude Design and DESIGN.md prove it.
Read noteWhy the invisible prompt that governs your AI feature needs versioning, evals, and error states — just like any UI component.
Read noteThe AI Act's transparency rules hit in August 2026. Here's how to engineer compliance into your product's UI, data flows, and audit trails — not just a policy doc.
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