What are the best practices for structured logging?
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What are the best practices for structured logging?
Structured logging involves creating logs in a consistent format, making it easier to analyze and search. Best practices include using a standard format like JSON, including relevant metadata, and ensuring logs are context-rich.
Why is JSON a preferred format for logging?
JSON is preferred because it's lightweight, easy to read, and can be easily parsed by machines, making it ideal for structured data.
How can I include metadata in my logs?
You can include metadata such as timestamps, log levels, user IDs, and request IDs to provide context and improve traceability.
What tools can help with structured logging?
Popular tools include ELK Stack (Elasticsearch, Logstash, Kibana), Fluentd, and Splunk, which help in collecting, storing, and visualizing logs.
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