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Knowledge beta

Product

Product thinking is the discipline of figuring out what's worth building before you build it. These concepts ground your decisions in outcomes, not opinions.

Impact-Outcome Model

The Impact-Outcome-Output-Activity causal chain that connects what teams do and produce to what change it makes and why it matters.

3X Model

Kent Beck's model for understanding how products move through Explore, Expand, and Extract phases, each requiring different strategies, risk tolerances, and investment approaches.

Leading and Lagging Indicators

Leading indicators tell you if you're on track; lagging indicators tell you when you arrived.

Minimum Viable Product

The smallest product increment that delivers real user value and generates learning about whether your hypothesis is correct.

Output-Activity Trap

The failure mode where teams confuse staying busy and shipping features with creating value.

Product Experiments

Structured tests designed to validate assumptions and hypotheses about a product idea before committing to full implementation.

Product Habits

The behavioral shifts that separate product-thinking teams from feature factories, spanning stakeholder interactions, planning, research, prioritization, and team structure.

Product Non-Negotiables

Five pillars of product thinking that distinguish product-led teams from feature factories.

Product Operating Model

A seven-component system that models how product engineering organizations align vision, strategy, and execution.