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AI product management essays
Category-defining essays on product memory, AI-native PM workflows, and the context layer between founders, PMs, and coding agents.
Cursor for Product Management
Cursor made engineering context-aware. Product management needs the same shift: a workspace where AI and humans share product memory.
How to Manage Products in the Era of AI
The bottleneck in product management has moved from producing output to preserving clarity, context, and decision quality.
The AI Product Brain Manifesto
Why AI-native teams need a product brain: a living memory for decisions, hypotheses, customer signals, and agent context.
Start with the problem you are solving
If every AI session begins with a long explanation of your product, start with The AI Product Brain Manifesto. It describes why decisions and evidence need a durable home outside individual conversations. The goal is to help the next teammate or agent understand the reasoning behind the work.
If you already use coding agents but struggle to keep implementation aligned, read Cursor for Product Management. It connects context-aware development with the planning work that happens before a task reaches the editor. How to Manage Products in the Era of AI then explores the habits a PM needs as execution becomes faster.
Turn a useful idea into a team practice
Choose one current product task while reading. Identify the decision it depends on, the evidence behind that decision, and the outcome you expect. Put those details into the task brief and ask the agent to repeat them back before implementation. Review the result against the same criteria.
Use the glossary when a term is unfamiliar, and the integration guides when you are ready to connect an agent. These essays focus on product judgment and shared memory: what the team knows, what it still assumes, and what should change after new evidence arrives.