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Three parity fixes between the API server and the native gateway's agent-runtime resolution, integrated with the provider-aware request routing that landed in #70853: - Session-persisted model is honored: POST /api/sessions {"model": ...} stores a model that the chat handlers previously fetched and threw away. A stored value that matches a model_routes alias goes through the route path (route provider/credentials apply); a raw model string threads through as session_model, pinning the session's turns ahead of per-request body values but below an explicit session /model override. - Empty-model recovery: provider-catalog default when config has no model.default but a provider resolved, plus last-known-good model recovery (#35314) keyed on gateway_session_key only (never ephemeral session_id — no unbounded growth from one-off requests). - Provider auth failures surface as controlled responses: RuntimeError from _resolve_runtime_agent_kwargs() is re-raised as a dedicated _ProviderAuthResolutionError at the call site, caught narrowly in _run_agent() and the /v1/runs executor to return run.py's response shape instead of an undifferentiated 500 (session-chat endpoints previously returned a raw aiohttp 500 with no JSON body). Salvaged from PR #57947 by @FvanW; session-model route-alias resolution from PR #59941 by @kaishi00. Co-authored-by: kaishi00 <kaishi00@users.noreply.github.com>
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