Ideas are drafts. Systems are conversations.
A growing collection of essays, frameworks and field notes on AI, product strategy, organizational learning and professional relationships.
Most AI Teams Are Solving the Wrong Memory Problem
Conversation history remembers what happened. Organizational memory changes what happens next.
Latest thinking
Designing Reliable AI Agents
Reliability comes from the harness around the model: tools, rules, checks, permissions and recovery paths.
Evidence Before Opinions
Strong product conversations separate observations, interpretations, assumptions and decisions.
Product Is a System, Not a Roadmap
A roadmap is one visible output. Product performance comes from the decision system that creates and revises it.
Professional Relationships as Infrastructure
Relationships are not a soft layer around the work. They shape access, coordination, trust and the speed of execution.
Strategy Before Features
Feature decisions become clearer when the organization has chosen where to play, how to win and what not to pursue.
Structure Creates Freedom
Good structure does not reduce autonomy. It removes avoidable ambiguity so judgment can be used where it matters.
The End of Best Practices
Copied playbooks fail when their hidden assumptions, constraints and decision rights do not travel with them.
Thinking Before Scaling
Scale amplifies the operating model that already exists, including its contradictions and invisible dependencies.
When Product Problems Are Relationship Problems
Delivery issues often surface as process failures while their real source is unclear trust, ownership or coordination.