OBSERVABILITY
PRECISION SUITE MMXXV • 3 POSTS
logging
Log Levels Explained: When to Use Debug, Info, Warn, and Error
Learn when to use debug, info, warn, and error, how retries and expected failures affect severity, and why log levels should not directly determine paging.
INITIALIZE
json
JSON Logging Best Practices: Design Events You Can Investigate
Design JSON logs with stable event names, typed fields, useful correlation, controlled payloads, and a format your collection pipeline can reliably ingest.
INITIALIZE
structuredlogging
Structured Logging vs Plain Text Logs: Differences and Tradeoffs
Compare structured logging and plain text logs, see how fields change production investigations, and plan a migration without losing human-readable messages.
INITIALIZE