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Reading all AI-generated code is theater
Teams that can't stop reading agent-written code mostly have an architecture problem. Verifiability is an architecture property, and whatever can't be checked at a block's edge ends up being read. Where to spend the reading you can't avoid.

Living Documentation: Why Your Scenarios Aren't Documentation Yet
Executable scenarios are a necessary condition for living documentation. They're not a sufficient one. Here's what the five decisions nobody makes actually look like, and why a passing suite can still stop being anyone's source of truth.

Example Mapping: Red Cards Are Not Blockers
A red card doesn't mean nobody knows the answer. It means the person answering doesn't own it. Here's the discipline behind Example Mapping's most misunderstood card.

Definition of Done and Definition of Ready Aren't Checklists
Curious what a real Definition of Done and Ready looks like in practice? This course walks a whole team through building that commitment, from first conversation to production.

Stakeholder Mapping Asks the Wrong Question
A correctly filled-out stakeholder map can still send you into the wrong meeting. The problem isn't staleness. It's that power and interest were never the only two questions that mattered.
