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Deep Debugging & Root-Cause1 / 3

1 min lesson

Reproducing the un-reproducible

Rebuild the sequence in "Reproducing the un-reproducible" from memory, ending with the check that proves the outcome.

Step 1 of 3

The bugs that reach an escalation point are the flaky ones - the ones front-line support couldn't pin down. Reproducibility is the skill that turns those into fixable tickets.

Two kinds of "can't reproduce" need two different attacks. Environment-specific bugs depend on something about the user's setup. Nondeterministic bugs depend on the model's stochastic output. Treat them differently.