Full Stack Developer

Home › Engineering › Why Anthropic Replaced Git With Scion Engineering deep dive · Version control Why Anthropic Replaced Git With Scion: The Reasons, the Architecture, and What Every Developer Should Learn AI agents now write code faster than Git was built to move it. Here's the full story of why Anthropic built its own version control system, how Scion works layer by layer, and which ideas you can use in your own repo today. By Zubair Hussain , Full Stack Developer · October 19, 2026 · 14 min read Why Anthropic replaced Git with Scion Illustration: on the left, a tangled Git branch graph with many full repository copies. On the right, a calm tiered Scion architecture with one server, regional caches and many AI agents. ENGINEERING DEEP DIVE When agents outgrew Git Inside Anthropic's Scion version control system scion-server scion-cache scion-cache zubairhussain.xyz Git spreads the whole rep...

EN · ENGLISH UR · اردو ES · ESPAÑOL HI · हिन्दी RU · РУССКИЙ DE · DEUTSCH EN · ENGLISH UR · اردو ES · ESPAÑOL HI · हिन्दी RU · РУССКИЙ DE · DEUTSCH AI security news · September 2026 · 4 min read Was OpenAI Really Hacked With One Image? Here Is What Happened Syed Zubair Hussain Shah · 2026-09-29 A headline has been going around saying OpenAI got hacked with a single image. There is a real story behind it, and a real image was involved. The headline still leaves out most of what happened. A crafted HEIC image being processed by a forum server The image opened the first door. It took a second bug to go further. crafted.heic forum server ONE IMAGE, ONE DOOR The image opened the first door. It took a second bug to go further. The short version In July 2026, three researchers from the security startup Hacktron (Harsh Jaiswal, Mohan Pedhapati and Rahul Maini) uploaded a specially crafted HEIC image to OpenAI's community forum, which runs on the open source Discourse software. A ...