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AI Summary
- Ankur Goyal of Braintrust argues that production AI engineering should start with evals, not operational tooling, following the pattern of successful LLMOps founders with AI/research backgrounds
- Early winners in LLMOps like LangSmith, HumanLoop, and Braintrust came from AI research institutions (Robust Intelligence, Google AI, pre-Transformers startups) rather than traditional MLOps
- The episode covers the 60+ funded LLM Ops startups addressing observability, cost tracking, security, and reliability challenges of production LLMs