clean API wrappers for local agents

[fastbench]

Not sure I agree there. I've seen people blame MoE serving when the real issue was much more mundane.

A couple things I'd check first. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at embeddings. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.