4 stories
Pydantic AI can run an agent on TypeSafe's Jev, a model that answers typed questions instead of writing text. Pydantic Logfire now shows each question, answer, and probability in Live view.
JSON mode vs structured output: how constrained decoding works, when 3% failure rates become a real cost, and which enforcement approach your pipeline needs.
Three developers found Mozaik, read the code, disagreed with zero of the architectural decisions, and started shipping. This is how v3.11–v3.13 happened in two weeks.
Learn how to build an LLM pipeline that returns structured JSON output using AI-Flow's GPT Structured Output node — no Python, no parsing code.
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