My Weird Prompts

How to Tag 4000 Episodes Without Losing Your Mind

27 min · 24 de jun de 2026
Portada del episodio How to Tag 4000 Episodes Without Losing Your Mind

Descripción

When your podcast library hits 4,000 episodes, traditional tagging and search break down completely. Tags multiply into duplicates, context windows overflow, and users stop trusting the system. This episode unpacks the two-stage agentic pipeline that solves it: a map step that generates raw tags per episode, then a reduce step using embedding similarity and DBSCAN clustering to normalize everything into a clean, canonical taxonomy. No manual effort, no token limits, no drift.

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episode What the Moon Actually Smells Like artwork

What the Moon Actually Smells Like

Only twelve humans have ever stood on another world—fewer than the people in a typical recording studio. The last bootprint was pressed into lunar dust in December 1972. Now, with Artemis III targeting a crewed landing as early as 2027, we're about to break that 54-year streak. This episode explores what those twelve Apollo astronauts actually experienced: the electrostatic dust that smelled like spent gunpowder, the absolute shadows that swallowed depth perception, the cramped Lunar Module sleep sessions that felt like a cold Volkswagen on a bumpy road. Then we confront the harder question—why, with all our advances, we walked away and didn't return for half a century. The answer isn't about technology. It's about geopolitics, budgets, and the strange gap between staggering achievement and mundane human experience.

24 de jun de 202624 min