tldr - powered by Generative AI

• Capacity planning requires up-to-date and fresh data, and aggregation at collection time to reduce scope.
• The project provides a tool for capacity planning that does not require knowledge of prompt URL.
• The metrics framework provides stability levels to prevent breaking changes and automation to prevent users from making breaking changes.
• Structured logging in JSON format is easier to query and analyze than text-based logging.
• Contextual logging allows for attaching context and data to log lines for better analysis and correlation with tracing.
• The structured logging working group is actively working on migrating the code base to structured and contextual logging.