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Failure-First Learning
Understand a system architecture by starting with realistic failure modes and debugging.
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Understand a system architecture by starting with realistic failure modes and debugging.
Get a systematic diagnosis of a bug: likely cause, minimal fix, and the test that proves it.
Isolate a cause before you fix it: ranked differentials, cheapest tests first, a branched diagnostic path, then fixes with rollback.
Think mode: restate, step, check constraints, then verify the answer a different way than you derived it.