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- Vertex: a client-supplied base URL only works with the client's own Vertex key - Accept only data: URLs for file parts in every message, so the server never downloads them - Output budget retry accounts for the thinking budget Bedrock/Anthropic add, and reads Volcengine, DashScope, SGLang and vLLM rejections; falls back to 16000 once - x-max-output-tokens can only lower the budget on server credentials - On server credentials only server models or AI_MODEL entries can be used - Drop tool results together with the invalid tool calls they belong to - Count quota tokens as input + output (cached tokens were counted twice) - Private-URL check for custom base URLs, end Langfuse traces on error/abort/early return - Fix repairToolCall ordering and placeholder, align edit_diagram prompt with operations - Panel Bedrock keys are read from ADMIN_AWS_*; forward the access code to EdgeOne - isMinimalDiagram only treats root cells as an empty canvas