My favorite part about this is it's all about the bottlenecks.
Anthropic says 12x daily merged changes, and its Git-based infrastructure started straining. I've seen that even locally git trying to keep up and having to shift how i commit in parallel.
If agent workloads grow to 20x or 50x today's levels, I think we'll keep finding bottlenecks across builds, CI and review. I expect some of that infrastructure will need redesigning from the ground up to support it.
PR/Review contention and look-aheads to try to prevent will be more and more important, and we're building in that same space so i love hearing stories of people going back to the foundation...a system that worked fine for decades, now suddenly is busting at the seams.
Anthropic says 12x daily merged changes, and its Git-based infrastructure started straining. I've seen that even locally git trying to keep up and having to shift how i commit in parallel.
If agent workloads grow to 20x or 50x today's levels, I think we'll keep finding bottlenecks across builds, CI and review. I expect some of that infrastructure will need redesigning from the ground up to support it.
PR/Review contention and look-aheads to try to prevent will be more and more important, and we're building in that same space so i love hearing stories of people going back to the foundation...a system that worked fine for decades, now suddenly is busting at the seams.