InThe X in GxPbyRafael Escoto·1h agoYour data dictionary is a GxP record. Treat it like one.Why metadata belongs under source control, and what it means for Databricks Genie and other LLMs.
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 icon1A 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 icon1A 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.
Praneethkumarketha·Aug 20Building a YouTube-style HLS Video Streaming Pipeline on AWS, What I Learned the Hard WayAuthor note: This blog documents my journey building LectureMap an AI-powered educational video platform. I built every component from…A response icon1A response icon1
Aman Pratap Singh·Jul 29Building a Adaptive Streaming Platform — Part 1: The Problem Nobody Tells You AboutPart 1 of 4 in a series on building a production-style adaptive video streaming platform with Node.js, TypeScript, FFmpeg, HLS, and…
Yeauty YE·Jul 27In-process HLS packaging in Rust: fMP4 segments, an ABR ladder, no ffmpeg subprocess`ez-ffmpeg` is a Rust crate (no relation to the JavaScript “Ez FFmpeg” project) that runs FFmpeg pipelines inside your process — no…
OvenMediaEngine·Jul 13LL-HLS / HLS Channel Redundancy: High Availability That Stays Live Through FailuresKeep the output of the two Origins behind your CDN synchronized so that the player can switch between them.
