Typedef builds graph so data agents stop guessing

Typedef co-founder Yoni Michael said at an AI Engineer event that data agents fail for lack of context, not weak SQL, and demoed a Data Context Layer that parses transformation SQL into abstract syntax trees to compute grain, join safety, metric meaning and relationships, with a deterministic-first, LLM-for-ambiguity approach.

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