I’ve felt this too, and I think part of the issue is that AI shifts where the difficulty is. It makes generating code easier, but it doesn’t really help with understanding or debugging the system when something goes…
Performance issues like this are tricky because what you see in production is often hard to recreate locally. You can measure and observe, but reproducing the same execution path (same load, timing, interactions) is…
This is interesting — feels like a lot of effort is going into improving visibility for AI systems (logs, traces, evaluations), but debugging still feels fundamentally different from traditional systems. In many cases,…
I’ve felt this too, and I think part of the issue is that AI shifts where the difficulty is. It makes generating code easier, but it doesn’t really help with understanding or debugging the system when something goes…
Performance issues like this are tricky because what you see in production is often hard to recreate locally. You can measure and observe, but reproducing the same execution path (same load, timing, interactions) is…
This is interesting — feels like a lot of effort is going into improving visibility for AI systems (logs, traces, evaluations), but debugging still feels fundamentally different from traditional systems. In many cases,…