Blayrow enhanced the algolia/api-clients-automation repository by delivering targeted documentation updates for the Personalization API, focusing on rate-limiting details. Using YAML and leveraging skills in API specification and documentation, Blayrow clarified per-second request thresholds and provided explicit guidance on response headers for remaining requests and reset times. This work aligned the documentation with established standards, improving clarity for developers and reducing potential support queries. The update strengthened API adoption readiness by making rate-limit behavior transparent and actionable. Blayrow’s disciplined approach ensured traceability through precise commit references, reflecting a methodical and standards-driven contribution to the project’s developer experience.