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  "text": "🎙️Introducing Max Agency\n\nMax Agency is a new podcast where we go deep on how the best agents are actually being built: architecture decisions, tradeoffs, evals, and everything in between. Each episode, I sit down with engineering leaders who are doing this work in production.\n\nOur first episode features Izzy Miller (@isidoremiller), AI Engineer at Hex (@_hex_tech). Hex has been shipping data agents since before most teams were even thinking about them, starting with single-cell text-to-SQL and graduating to a full Notebook agent that can work autonomously for 20 minutes on a complex analysis.\n\nIzzy has a lot of perspective on what it actually takes to get agents working well in production, and what breaks along the way.\n\nA few takeaways from our conversation:\n- Keep your eval sets small enough to hold in your head: Izzy runs 30-50 handcrafted \"traps\" with multiple repetitions, rather than hundreds of variants. If you can't explain why your agent fails each one, your eval set is too big\n- Day zero performance is almost irrelevant: The more interesting question is how the agent compounds. Izzy is building a 90-day simulation where the warehouse evolves and the agent has to accumulate understanding\n- You can catch agent errors without seeing the raw outputs: By running an LLM-as-a-judge over production usage and clustering the results, you can surface places where something likely went wrong, without needing to read individual conversations\n\nWatch the full episode on:\n\n- Youtube: https://t.co/AdkQbV3Pq2\n- Apple Podcasts: https://t.co/1MKF7mcYSr\n- Spotify: https://t.co/DxACw24oob",
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