InThrive360 Architecture StoriesbyHashim Kalam·Oct 9Half a Second of Video Drift: How One Shared Timeline Kept Every Device on the Same FrameThe client never chooses “now.” How Redis, WebSockets, playback rate nudges, and hard seeks held every screen to the same momentA response icon1
Niraj Paul·Sep 12iOS System Design Interview: Design a Video Streaming App from ScratchDid you know that when you watch a movie on Netflix, your iPhone never actually downloads the entire 2 GB file? Instead, it pieces together…A response icon1
Niraj Paul·Sep 3AVFoundation Video Playback Architecture: AVPlayer, HLS & AVPlayerLayer ExplainedThis module covers the core media engineering domains required for Senior/Staff video platform engineers. AVFoundation and HTTP Live…
Ryan Malawa·Sep 1Building ClipSeek: Exploring Local Semantic Video Search with CLIP, HLS, and Vector DatabasesA few months ago, I came across a project demo that caught my attention: someone had an episode of Breaking Bad, typed “a red car” into a…
SHUBHAM SHAH·Aug 23Why ABR Is a Control System, Not a Bandwidth SwitchBeyond bandwidth: how ABR manages risk, buffer, and quality. A practical mental model for smarter adaptive bitrate decisions.
