Writing

Notes & essays

On AI product strategy, LLM engineering, and shipping agentic systems that survive production.

What AI Orchestration Actually Is, From First Principles
Strip away the frameworks and the diagrams. AI orchestration is the machinery you build to get reliable work out of a component that is individually unreliable.
Sunday, June 7, 2026ai-orchestrationagentic-aiai-architectureengineering-leadershipmulti-agent-systems
Enterprise Design Thinking for AI: What Breaks
Enterprise Design Thinking still works for AI, but it quietly assumes deterministic software. Three load-bearing parts break on probabilistic systems. Here's what to keep and what to rebuild.
Friday, June 5, 2026design-thinkingai-product-managemententerprise-aiuxproduct-leadership
AI Is a Bubble. So Was the Internet.
Is AI a bubble like dot-com? Parts of it, yes. The dot-com thesis was right and $5 trillion still vanished. Which signals are real, and how to build like a survivor.
Friday, June 5, 2026ai-bubbleai-strategydot-comai-investingproduct-leadership
7 Mental Models for AI-Led Product Development
The switch from traditional to AI-led products moves your job from removing uncertainty at build time to managing it in production. Seven mental models for PMs and leaders.
Friday, June 5, 2026ai-product-managementmental-modelsproduct-leadershipevalsai-strategy

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