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Talks, videos and writing I learn from, rebuilt as readers so you can learn along.

When Code Is No Longer the Constraint: Inside Anthropic's Design TeamAnthropic team members discuss how AI accelerates software engineering and design speeds, shifting the core design process into direct code execution and command-line prototyping. They highlight how AI tools empower non-technical roles, transform feedback and team collaboration, and shift human focus toward discernment, taste, and deciding what is worth building.11 min interactive videoScreenshot: a chat with Claude on the left and generated toolbar variations on the right, in the prototype tool that preceded Claude DesignUnderstanding and Configuring Auto Mode in Claude CodeAn overview of how Auto Mode in Claude Code balances developer autonomy with safety through separate action classifiers, server-side threat probes, tier checks, and customizable environment controls.6 min interactive videoDiagram: the agent's action goes to a classifier, which approves it or denies it and sends the agent back to find a safer wayHow Might We Learn?Andy Matuschak explores how artificial intelligence can bridge implicit project-based learning with explicit cognitive scaffolding, demonstrating concept scenarios of context-aware reading, ambient spaced practice, and authentic community participation.55 min interactive talkAndy Matuschak standing at a podium mid-gesture, arms open, in a wood-panelled lecture roomMalleable Media and AI-Driven Interface InventionThis talk explores how combining composable software architectures with AI coding agents can break down monolithic app silos and liberate user interface invention. Through live demonstrations of deeply extensible text editors and active reading environments, the speakers show how declarative facet systems allow non-programmers to prototype complex dynamic media without gatekeepers, while examining the cognitive costs and educational mindset shifts needed for future interface design.46 min interactive talkAndy Matuschak at a lectern with a laptop, a blank projection screen behind him, audience seated in the foreground