Start Small, Scale Safely — Lenny's Podcast: Lessons from 50+ AI Deployments

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Start Small, Scale Safely — Lenny's Podcast: Lessons from 50+ AI Deployments

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Start small: the safest path to building reliable AI that actually helps users. In this 4-minute summary (original 1 hour), host Lenny Rachitsky distills practical lessons from Aishwarya Naresh Reganti and Kiriti Badam, engineers who've deployed 50+ AI products at OpenAI, Google, Amazon and startups. Learn why AI product development demands new workflows—handling non-determinism, the agency-control trade-off, and staged autonomy from suggested replies to autonomous agents. Discover actionable frameworks (Continuous Calibration, Continuous Development), how to combine evaluations with production monitoring, and the cultural leadership needed to ship AI features in startups and enterprise settings. Ideal for founders, product leaders, and engineers focused on AI, product strategy, or ML deployment. Listen now to get the key ideas in minutes.

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