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Add model overrides and Mittwald route#761

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CONN-SKILL wants to merge 10 commits into
PurpleAILAB:mainfrom
CONN-SKILL:model-overrides-mittwald
Open

Add model overrides and Mittwald route#761
CONN-SKILL wants to merge 10 commits into
PurpleAILAB:mainfrom
CONN-SKILL:model-overrides-mittwald

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Adds engagement-level model overrides, exposes model selection in the web UI, wires overrides through the terminal/CLI LangGraph run config, and adds dynamic LiteLLM support for Mittwald AI Hosting via MITTWALD_AI_BASE_URL / MITTWALD_AI_MODEL.\n\nRuntime verified locally with Docker: web/langgraph/litellm healthy and mittwald/Mistral-Medium-3.5-128B returns OK through LiteLLM.

@CONN-SKILL CONN-SKILL requested a review from PurpleCHOIms as a code owner July 8, 2026 10:50
@CONN-SKILL CONN-SKILL force-pushed the model-overrides-mittwald branch from 7a588ee to b732ae0 Compare July 8, 2026 14:31
@CONN-SKILL CONN-SKILL force-pushed the model-overrides-mittwald branch from 76145a7 to d5b25ec Compare July 8, 2026 16:05
@CONN-SKILL CONN-SKILL force-pushed the model-overrides-mittwald branch 5 times, most recently from 4cfc8b0 to b66fd59 Compare July 8, 2026 18:38
@CONN-SKILL CONN-SKILL force-pushed the model-overrides-mittwald branch from b66fd59 to 1aab3e6 Compare July 8, 2026 18:54
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