Preventing AI Slop in Auto-Generated Email Attachments: QA Patterns for Dev Teams

Gmail’s 2026 AI reclassifies attachments and changes deliverability. Devs: use signed links, explicit headers, and audit logging to stay compliant and deliverable.

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Concrete 2026 tactics for audio/video discoverability: schema for episodes, VideoObject best practices, media sitemaps, Open Graph and AI-answer signals.

Practical security for investigative podcast producers: encrypt interviews, enforce RBAC, run auditable redaction and keep a tamper-evident chain-of-custody.

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Design an SDK for marathon tabletop recordings: resumable chunking, background upload, hardware encoding, and a WebRTC fallback for low latency.

Practical blueprint for studio-grade media pipelines: ingest, metadata versioning, rights, transcoding and CDN strategies for franchise relaunches.

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