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Reviewing AI-Assisted Code Changes - When AI changes a lot of code quickly, review is no longer about reading lines. It’s about making sure you still understand what will happen in production.
reducing risk :: Spotting what could go wrong and shrinking the size of the bet.
launch
3.3.2 - Name the Risks Yourself Before Users Find Them in Production - Name the launch risk: say what might break, what would trigger it and what response reduces the damage.
build
2.2.3 - Understanding the Shape of the System Before You Change It - Map the system shape: say which part owns what, what each part depends on and where the important handoff happens.
shape
1.2.3 - The Risks You're Avoiding Naming Are the Ones That Bite You - Name the named risk: say what might fail, who or what it would affect and what action will reduce the damage.