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| Week | Milestone | |------|-----------| | | Requirements grooming; design mockups for Landing + Player pages. | | 3‑4 | Build video ingestion pipeline + AI enrichment (speech‑to‑text, scene detection). | | 5‑6 | API layer (search, metadata, comments) + ElasticSearch indexing. | | 7 | Front‑end integration of Dynamic Chapter Bar and Timestamped Comments (React/Next.js). | | 8 | Highlight Reel creator (backend clip generation via FFmpeg, UI modal). | | 9 | Ad insertion logic at chapter boundaries (mock ad service integration). | | 10 | Community moderation tools & badge system. | | 11 | QA, load‑testing (10k concurrent viewers), accessibility audit. | | 12 | Soft launch (beta) → collect analytics → iterate on heat‑map based “most popular chapter”. |

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Oldje’s dedication to delivering has carved out a unique niche at the crossroads of nostalgia, education, and community‑driven preservation. By focusing on legal, high‑quality uploads and fostering an informed audience, Oldje not only satisfies the craving for complete works but also plays a crucial role in safeguarding cultural heritage for future generations. Whether you’re a cinephile, a researcher, or simply someone who enjoys a good marathon, Oldje’s vault offers a reliable gateway to the past—one full video at a time. | Week | Milestone | |------|-----------| | |

| Endpoint | Method | Purpose | |----------|--------|---------| | /videos/search | GET | Full‑text + filter query, returns paginated video list. | | /videos/id | GET | Video metadata, chapter list, transcript URL. | | /videos/id/highlights | POST | Create a new highlight reel (stores start/end, auto‑generates short clip). | | /videos/id/comments | POST/GET | Add or fetch timestamped comments. | | /tags/autocomplete | GET | Suggest tags as user types. | | /analytics/heatmap/id | GET | Returns per‑chapter view density (used for “most popular chapter”). | | | 7 | Front‑end integration of Dynamic