Rtx 3090 24gb. Pretty affordable.

Gos-oss:20b and qwen3 coder/instruct, devstrall are my usual.

Ps. Definitely check out open-web ui.

What do they use it for? It's a very small model

Most of these examples build ( shallow test in my LLM on the end of the task ) and produced new edge cases

Most of the mentioned issues wouldn't be catched by a test loop unless you have 100% automated tests (unit tests, ...)

Which isn't always plausible ( time ). The AI makes makes different mistakes than humans that are sometimes harder to catch.

Too little.

Things moved as fast as possible to migrate from .net framework to .net core 8, angular 8 to 18 and bootstrap 4.5 to 5.x