- Convert protocol and MoE test classes to plain functions - Add real server/engine integration and generate_async tests - Isolate test model per test and use pytest tmp_path - Reset FastAPI engine state after inference tests - Fix generate_async StopIteration handling on Python 3.12 - Fix HF adapter MoE dense/shared and Gemma qk_norm mapping - Correct dev dependency httpx2 to httpx