Worked on the paradedb/paradedb repository to improve documentation accuracy for the More Like This API by removing the max_term_frequency option from the configuration docs. This update, implemented using Markdown and technical writing skills, ensured the documentation accurately reflected the actual API surface and upstream expectations from Tantivy, Lucene, and Elasticsearch. The change addressed a documentation bug, reducing potential user confusion and preventing runtime errors for developers integrating with the API. By aligning the documentation with real functionality, the work improved maintainability, streamlined onboarding for new contributors, and lowered support overhead, demonstrating a disciplined approach to cross-repository documentation management.