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Cursor's New 'Continuity' System Rewrites Git Storage With S3-Backed Architecture, Hitting 300+ Pushes Per Second

Cursor's New 'Continuity' System Rewrites Git Storage With S3-Backed Architecture, Hitting 300+ Pushes Per Second

Aug 20, 2026
Cursor

Cursor's new Git storage system, Continuity, is revolutionizing repository hosting by replacing traditional packfile architecture with an S3-backed write-ahead log, achieving over 300 pushes per second and fully consistent reads across 100+ replicas — a major leap beyond GitHub's industry-standard Spokes system.

Liquid AI Pits Claude Opus 4.5 Against GPT-5.2 in Real-World Coding Challenge — One Succeeds, One Fails

Liquid AI Pits Claude Opus 4.5 Against GPT-5.2 in Real-World Coding Challenge — One Succeeds, One Fails

Aug 19, 2026
Liquid AI

Liquid AI pits Claude Opus 4.5 against GPT-5.2 in a real-world coding challenge to build a production-grade tokenizer trainer, and while both AI agents quickly produce basic working versions, only Claude Opus 4.5 ultimately succeeds at full scale after multiple iterations, exposing critical lessons about how engineers should write AI …

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