Evals as Product Guidance

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How DoorDash Built a Simulation + Eval Flywheel for LLM-Based Support

ByteByteGo·May 30, 2026

DoorDash built an offline simulator that generates multi-turn support conversations, then an eval framework grades them against quality criteria. The flywheel: simulation generates eval cases, eval fa…

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Braintrust CEO: Evals Are the Modern PRD — Build the Feedback Loop First

Lenny's Newsletter / How I AI·Jun 15, 2026

Ankur Goyal (Braintrust CEO) lays out a concrete eval-driven product process: treat evals as the modern PRD, build a feedback loop that turns real production data into new evals continuously, and run …

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