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| Sprint | Tasks | |--------|-------| | | • Sketch UI mockups (wireframes). • Set up API endpoint /api/recommendations . | | Sprint 2 | • Build a simple collaborative‑filtering prototype using user‑video interaction logs. • Cache top‑10 recommendations per user. | | Sprint 3 | • Integrate ElasticSearch for search + facet filters. • Add “Trending” calculation job. | | Sprint 4 | • Implement playlist CRUD APIs and UI components. • Add basic moderation flag button. | | Sprint 5 | • Deploy to staging, perform load testing (k6, Locust). • Gather user feedback, iterate on UI/algorithms. | | Sprint 6 | • Release to production. • Roll out analytics dashboards. |

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