April 2025: Focused documentation improvements in the infinyon/fluvio-docs repo to reduce operational friction and improve accuracy. Key deliverables include SPU Port Conflicts Troubleshooting Documentation with actionable steps for error messaging, verification, cluster startup with flags, and guidance for manual SPU restart on alternate ports; and Documentation Accuracy Improvements addressing a typo in the fluvio partitions list and removal of an outdated fluvio cluster topics command. Additionally, root-folder/docs structure was updated to improve navigation and maintainability. Overall, these efforts reduce operator confusion, shorten incident response times, and enhance user confidence in the docs. Technologies/skills demonstrated: documentation authoring and maintenance (Markdown), Git-based change management, issue-tracking alignment, and cross-team collaboration to deliver user-centered guidance.