Implement and operate a raw document ingestion pipeline and freshness scheduler. Build and extend backend APIs for page claiming, editing, authentication, and role-based access control. Own delivery of the Next.js admin dashboard for asset review, user roles, and analytics. Integrate the semantic search API into the UI. Implement SEO-critical mechanics. Set up and maintain CI/CD pipelines. Deploy and operate services on AWS using Docker and Helm. Add lightweight platform protections. Monitor system health. Proactively surface risks, scaling concerns, and implementation trade-offs.