: Consider how engaging with certain types of content might impact your digital footprint and personal or professional reputation.
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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. | The term you've provided
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