In April 2025, J enhanced the fluent-bit-docs repository by delivering comprehensive documentation updates focused on pipeline processors and conditional processing. J structured the content to provide example-driven guidance for features such as Content Modifier, Labels, Metrics Selector, OpenTelemetry Envelope, and SQL processors, clarifying processor behavior and execution semantics. Using Markdown and YAML, J detailed syntax, rules, and multi-processor scenarios, including AND/OR logic and the IN operator, to support both pipelines and log pipelines. These improvements increased documentation consistency and maintainability, directly supporting faster onboarding and reducing support needs by addressing common ambiguities for developers and users alike.