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Notes from the pipeline

Engineering write-ups, product updates and the occasional deep dive into video internals.

Engineering

Why we moved from fixed ladders to per-title encoding

Fixed bitrate ladders waste bytes on simple content and starve complex scenes. Here's how per-title analysis cut our customers' delivery bills by a third.

Sep 2, 2026 · 8 min read
Product

Low-latency HLS without throwing away your player

CMAF chunked transfer lets us cut glass-to-glass latency to ~3 seconds while staying compatible with every HLS player. A walk through the trade-offs.

Aug 12, 2026 · 6 min read
Security

Designing playback tokens that survive the real world

Short-lived, IP-pinned, geo-aware — and still cacheable. How we built signed playback that doesn't break the CDN.

Jul 21, 2026 · 7 min read
Rezeis

Video encoding and delivery infrastructure, built for teams who would rather not run encoders.

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