highest impact is when there is network overhead, like accessing them over S3/HTTP/S, and you're accessing many files as part of a query, like using a glob `-*.parquet` pattern. I imagine the same applies when you're doing local I/O, but not as pronounced of an improvement due to lower latency.
Being able to put it behind an HTTP service / load balancer and implement horizontal scaling based on resource utilization, or even scale to zero via Cloud Run etc. Drool!
Indeed, that episode is the peak that makes the entire show worth watching. I like how for season 4 the HTTP status codes do fit the theme of the episode, very clever.
just wish their containerization / linux compat wasn't so nerfed. Just moved my homelab's inference engine over to a GB10 from a Mac MTP setup to have first class k8s support, as well as open up access to the broader CUDA ecosystem (cuOpt etc.).
> “I’m thinking about banning Claude Code at Shopify until they change their mind and read AGENTS.md and .agents/skills etc.,” Lütke posted Tuesday on X.
Did a Ctrl+F to try and find anything about `.agents/skills` in the release notes. My harness already fixes Claude's refusal here, so I can't tell if that's been supported yet or not. Annoying if they did one without the other.
reply