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Posts
Notes on trusted AI, product strategy, UX systems, technical leadership, and the discipline of shipping calm, credible software.
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The Overlap Between Product, UX, and Engineering xxx
Some of the most important product decisions happen in the seam between strategy, interface design, and technical implementation. That overlap is where clarity turns into leverage.
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Why Most AI De-Identification Fails in Production
De-identifying text is easy to demo and hard to trust. The real challenge is building systems that are reversible, auditable, operationally sane, and credible enough for high-stakes workflows.
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Calm Products in High-Stakes Environments
When the stakes are high, product quality is often less about adding more and more about making the experience legible, intentional, and trustworthy.
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Shipping With Small Teams Without Shipping Chaos
Small teams can move fast without becoming chaotic, but only when priorities, systems, and technical decisions stay clear enough to support momentum.
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Building Trusted AI for Real Workflows
The value of AI tools does not come from novelty alone. It comes from whether they reduce friction, handle real constraints, and earn trust in day-to-day use.
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