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Stop fixing the same bug twice. Connect your Knowledge Vault and start validating fixes from day one.

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Deterministicno AI inference required

Rule-based, replayable analysis for every fix

Backfill2 years 'time travel'

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Déjà — Knowledge Vault for production fixes.