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FFmpeg

FFmpeg is the workhorse of every serious video pipeline — and the source of most of its operational pain. The articles and architectures gathered here cover what FFmpeg leaves to you in production: queue patterns, retry semantics by failure class, partial-success handling on ABR ladders, audit-trail design, encoder-version pinning, and the orchestration layer every video team rebuilds from scratch. If you run FFmpeg at any meaningful volume, this is the depth.

Engineering blog · 3
  • FFmpeg presets that survive production
    Honest operational lessons on which FFmpeg presets you can trust under load — psy-rd, lookahead, threading, GOP discipline, partition control. The defaults that bite, the settings worth pinning, and why preset stability matters across encoder versions.
    May 9, 2026
  • FFmpeg in Kubernetes: the pod, queue, and operator pattern
    How to run FFmpeg in Kubernetes at production scale — the four patterns we've watched teams climb, where each breaks, and why a video transcoder Kubernetes operator earns its keep above ~50K jobs/day.
    May 8, 2026
  • Running FFmpeg at scale: queue, retry, and the audit trail
    What FFmpeg-in-production actually demands — the queue patterns, retry semantics, and audit-trail design that get a single binary to behave like infrastructure.
    May 5, 2026
Adjacent topics
  • Operations· 2
  • presets· 1
  • production· 1
  • codec· 1
  • Kubernetes· 3
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