Case Studies
Deep dives into the product thinking, system design, and strategic decisions behind AI-native products.
With Him
An exploration of how emotionally sensitive AI systems earn trust through pacing, memory, safety, and context-aware conversation.
AI UXTrust SystemsMemoryRetentionSafetyConversational AI
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Lance
An AI-powered collections agent designed to help freelancers reduce payment friction, automate follow-up, and recover revenue.
AI AgentsWorkflow AutomationOperational AIPaymentsGTMProduct Strategy
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Lessons from Scaling Consumer Subscription Platforms
Building product and engineering systems across Pandora, Beats Music, and Apple Music, and why those lessons matter in the AI-native era.
Consumer PlatformsSubscriptionsProduct SystemsEngineering LeadershipAI Strategy
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