Pydantic Logfire -- everything it can do

Loop Capabilities Build a stack The stack For LLMs

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Part of the Pydantic Stack.

Logfire docs Pydantic AI MCP server Markdown overview pydantic.dev

Maturity badges on each capability are honest: GA is generally available, preview is shipped but flag-gated or advisory, beta is available with rough edges. Where a capability is not exposed over the Logfire MCP server yet, the card says so.