The 12 factor app states that applications should log to standard out and standard error, thus not concerting themselves with the storage and processing of their log stream. That's a good start point, but we need more than that. The 12.1 factor app does these three things:Supports a LOG_LEVEL configuration optionUses a machine readable format, such as JSON, in productionTreats log streams as a telemetry sourceMentioned in ShowThe 12 Factor AppThe 12.1 Factor App: ConfigRails with JasonResourcesThe 12 Factor AppJay Kutner on the 12 Factor App via SE RadioBooksThe DevOps Handbook by Gene Kim, Jez Humble, John Willis, Patrick DeboisAccelerate by Nicole Forsgren, Jez Humble, Gene Kim

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