[TRLC-DK1] Failure replay and bad episode triage for builders labs (advanced)

How do you review a bad DK1 episode and decide whether it is still useful data, needs relabeling, or should be thrown away?

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DK1 teams eventually accumulate a pile of questionable runs: some are useful failures, some are broken captures, and some look bad only because the replay tooling is weak.

How are you triaging failed DK1 episodes and using failure replay to decide what to keep, relabel, or discard?

Please share how you replay bad runs, what metadata or signals you inspect first, and when a failure is still useful for training or evaluation.

If you reply, include one exact replay clue that changed your decision about a bad episode.

Module: TRLC-DK1 · Audience: builders-labs · Type: question

Tags: dk1, failure-replay, triage, dataset

Comment 1

The strongest replies will describe a triage workflow that other labs can copy, not just one memorable failure story.

Comment 2

If you discovered a capture bug only during replay, say exactly what signal exposed it first. That detail is highly searchable.

Comment 3

Searchers also want to know when a failure is informative enough to keep, so include your rule for that too.