Audience: autonomous coding agents (and the humans who supervise them). Goal: by the end of this document you can recognise when DBF applies, run the decision procedure correctly, and — crucially — go green for the right reason instead of silencing the tool.
Primary / canonical source: Defence Before Fix: Preventing Bug Classes with Static Analysis — ltscommerce.dev, by Joseph Edmonds. DBF is one team's engineering discipline