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| Layer | Tech Choices (example) | Rationale | |-------|------------------------|-----------| | | React + TypeScript + Material‑UI | Fast component reuse, easy state sync for timers. | | Video Capture | WebRTC (browser), native iOS/Android SDKs for mobile | Works on any device; low latency. | | Media Processing | Serverless functions (AWS Lambda) + FFmpeg + AI‑plugins (e.g., OpenAI Whisper for transcription, RunwayML for auto‑cut) | Scales with quota; each minute of processing costs a predictable amount of compute, directly mapped to the “p1640 min free” budget. | | Storage | S3 (or school‑hosted object store) + metadata DB (PostgreSQL) | Cheap, durable, version‑controlled. | | Quota Engine | Custom micro‑service that deducts minutes per processing job, exposes REST endpoints ( /quota/check , /quota/deduct ) | Guarantees that the free‑minute pool never exceeds the limit. | | Authentication | OAuth2 (Google Classroom / Microsoft Teams) + Role‑Based Access Control | Seamless sign‑in for schools already using an IdP. | | Analytics | ClickHouse for event logs + Grafana dashboards | Real‑time insight for teachers/admins. |

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It was a sunny day at Springdale High School, and four friends - Alex, Mia, Jake, and Emily - were excited to start working on their group project for their history class. They had been assigned to create a documentary about the school's history, and they had decided to work together to make it a memorable and engaging film.

| Stage | Primary Tool | Free‑Minute Cost* | |-------|--------------|-------------------| | | Rich‑text editor + AI‑prompt assistance | 5 min per student | | Storyboarding | Drag‑&‑drop canvas | 5 min | | Filming (mobile/webcam) | Integrated recorder (HD, 1080p) | 10 min per take | | Editing | Multi‑track timeline + AI‑auto‑cut | 20 min per 5‑min output | | Voice‑over / Audio | Studio‑grade recorder + noise‑cancel | 5 min | | Review & Publish | One‑click export to LMS/YouTube | 5 min |