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: Regular live sessions where Rose Hart answers questions from followers, discusses ongoing stories, and provides updates on previously covered leaks.

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+-------------------+ +------------------------+ +-------------------+ | Leak Detectors | --> | Ingestion Service | --> | Verification | | (DLP, SIEM, API) | | (REST + Kafka) | | Engine (Workers)| +-------------------+ +------------------------+ +-------------------+ | ^ | | | | | | v | v v +-------------------+ +---------------------+ | Playbook Store | | Evidence Store | | (YAML, GitOps) | | (S3 with Object‑Lock)| +-------------------+ +---------------------+ | | v v +--------------------------+ +------------------------+ | PostgreSQL (Audit DB) | | Notification Service | +--------------------------+ +------------------------+ ^ | | v +--------------------+ +-------------------+ | UI (React/TS) | <----> | API Gateway | +--------------------+ +-------------------+