0053 Libug Com Akotube Com Iyottube Com Sinamantala Ang Walang Malay Flv Better Here

The URLs you've provided (libug.com, akotube.com, iyottube.com) seem to be related to video sharing or content platforms. The phrase "sinamantala ang walang malay" translates from Filipino to English as "took advantage of the unaware" or "took advantage of the unknowing," which could imply a situation where individuals are being cautious about content that might be misleading, inappropriate, or harmful.

| Sprint | Goal | Deliverables | |--------|------|--------------| | Sprint 1 (Weeks 1‑2) | Foundations | Repo scaffold, CI/CD, Docker‑compose, basic OAuth, initial crawler for libug.com. | | Sprint 2 (Weeks 3‑4) | FLV → HLS pipeline | FFmpeg worker, S3 storage, simple playback page (Video.js). | | Sprint 3 (Weeks 5‑6) | Search & Index | ElasticSearch cluster, ingest pipeline, unified search UI. | | Sprint 4 (Weeks 7‑8) | Multi‑source expansion | Add akotube.com & iyottube.com crawlers, metadata enrichment. | | Sprint 5 (Weeks 9‑10) | AI‑Highlights & Subtitles | Integrate Whisper for subtitles, simple highlight extractor (ffmpeg scene‑detect). | | Sprint 6 (Weeks 11‑12) | Partner Dashboard & Analytics | Basic partner login, view stats, export CSV. | | Sprint 7 (Weeks 13‑14) | Monetisation & Ads | VAST pre‑roll integration, premium subscription toggle. | | Sprint 8 (Weeks 15‑16) | Beta launch & Feedback | Closed‑beta with 500 users, collect NPS, iterate on UI/UX. | The URLs you've provided ( libug

| Endpoint | Method | Description | Example | |----------|--------|-------------|---------| | /api/v1/search | GET | Query across all sources. Parameters: q, lang, duration_min, duration_max, source | /api/v1/search?q=walang+malay&lang=tl | | /api/v1/video/id | GET | Returns JSON with metadata, HLS URL, subtitle URLs, and highlight link. | /api/v1/video/12345 | | /api/v1/highlight/id | GET | Direct link to the auto‑generated highlight clip. | /api/v1/highlight/12345 | | /api/v1/partner/stats | GET (OAuth) | Partner‑specific aggregated stats. | /api/v1/partner/stats?site=libug.com | | /api/v1/auth/token | POST | OAuth2 token exchange. | – | | Endpoint | Method | Description | Example

All responses are JSON‑API compliant, with pagination via links and meta. provide easy DMCA takedown flow

| Category | Requirement | |----------|-------------| | Scalability | Horizontal scaling of crawlers (up to 10 k new URLs/hour). Transcoder pool auto‑scales based on pending jobs. | | Latency | Video start‑up < 3 seconds on 3G; < 1 second on 4G/5G. | | Availability | 99.9 % SLA for the playback API; CDN guarantees 99.95 % edge availability. | | Data Privacy | No personal data is stored from the source sites; only user‑generated data (watch history) resides in our DB, encrypted at rest. | | Compliance | DMCA takedown workflow, GDPR‑style user data export & deletion endpoints. | | Observability | Prometheus metrics for crawl success rate, transcoding queue depth, playback errors. Grafana dashboards for ops. | | Accessibility | WCAG 2.1 AA compliance – captions, keyboard navigation, high‑contrast mode. |

| Risk | Impact | Mitigation | |------|--------|------------| | Copyright infringement | Legal & platform takedown | Only ingest publicly‑accessible URLs; provide easy DMCA takedown flow; partner agreements for whitelist domains. | | FLV source instability | Playback failures | Automatic fallback to original FLV URL via RTMP if transcoding fails; monitor source health. | | Heavy transcoding cost | Budget overrun | Use GPU‑accelerated instances; implement on‑demand transcoding only for videos with ≥ X views. | | Search relevance for Tagalog | Poor user experience | Custom analyzer with Tagalog stop‑words; periodic relevance tuning using click‑through data. | | Network latency in Southeast Asia | Buffering & churn | Deploy edge nodes in Manila, Jakarta, Singapore; pre‑warm popular segments. |