- `[2026-07-04]` **LiteLLM (this gateway version) mutates the SHARED deployment config in-place on per-request sampler-param merge** → my deliberately-invalid `top_k=-5` forwarding-probe bled into a param-less character-rp request (vLLM 400, ONE-OFF, self-cleared by a later valid probe). NOT caching (none configured), NOT a config change. **Never fire invalid/distinctive sampler values at a SHARED gateway alias with live consumers** — use a throwaway alias, or a `docker restart litellm` flushes residual carryover. `feedback_litellm_shared_param_mutation`.