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  1. Piotr Kowalski @[email protected] ·

    Structured output ≠ valid output.

    📐 Schema-constrained decoding guarantees shape, not meaning
    🔢 The model can still emit a plausible-but-wrong enum value
    ✅ Validate enums against the live source, not just the type
    🔁 On parse failure, feed the error back as the next message, not a full retry

    #AI #StructuredOutput #LLM

    #ai #structuredoutput #llm
  2. Brandon H :csharp: :verified: @[email protected] ·

    via @dotnet : MCP C# SDK Gets Major Update: Support for Protocol Version 2025-06-18

    ift.tt/qeagVHY
    #MCP #CSharpSDK #DotNet #AI #SoftwareDevelopment #Authentication #Elicitation #StructuredOutput #ResourceLinks #SDKUpdate #Programming #OpenSource #ModelCo…

    #mcp #csharpsdk #dotnet #ai #softwaredevelopment #authentication