Git at any scale

kept by eddie aug 19

Cursor explains why Git's packfile design hinders scalable hosting, reviews past solutions like Spokes, and introduces Continuity, a S3‑based write‑ahead log system that provides linearizable, elastically scalable Git storage.

Git at any scale
Cursor argues Git’s packfile‑based design hinders scalable hosting and presents Continuity, a S3‑backed write‑ahead log system that enables linear, consistent replication.
also on Spokes, #git, GitHub, #cloud-computing, #infrastructure, Cursor, #open-source, #developer-tools
the mathematics of multi-tenancy - by almog gavra
Multi-tenancy only reduces costs when workloads are uncorrelated, similar-sized, and numerous; S3 succeeds due to massive scale, workload diversity, and fine-grained object splitting.
also on Amazon S3, #cloud-computing, #infrastructure, #software-engineering
Amazon S3 annotations: attach rich, queryable context directly to your objects
Amazon S3 introduces annotations allowing up to 1 GB of mutable, queryable context per object, purpose-built for AI agents and autonomous workflows.
also on Amazon S3, #cloud-computing, #developer-tools
Cursor launches Origin, GitHub alternative
Cursor unveils Origin, a self‑hosted GitHub‑like platform that integrates AI‑powered code assistance to offer developers an alternative to traditional source‑hosting services.
also on #git, GitHub, Cursor, #open-source, #developer-tools
Towards self-driving codebases
Cursor built a multi-agent harness that recursively delegates coding tasks across planners and workers, achieving ~1000 commits per hour on a browser research project with minimal human intervention.
also on #git, GitHub, Cursor, #software-engineering, #developer-tools