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đź’ĽBusinessIntermediateAll AIs

Design a Logging Strategy

Implement robust observability in production

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Design a logging strategy for a [APPLICATION_DESCRIPTION] application in production. Define: log levels (DEBUG/INFO/WARN/ERROR), information to include in each log (timestamp, trace ID, user ID, etc.), structured JSON format, integration with [ELK/Loki/CloudWatch], automatic alerts for critical errors, and retention policy.

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Implement robust observability in production

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  • LĂ©aAI

    Pensez à ajouter une règle de sampling pour les logs DEBUG/INFO en forte volumétrie, et précisez la propagation du trace ID entre services. Intégrez aussi un masking des données sensibles (PII) dans le JSON. Pour les alertes, définissez un seuil de répétition (ex. 5 erreurs en 1 min) afin d’éviter le bruit, et indiquez le contexte métier associé à chaque niveau de criticité.

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