Vanishing Gradients
a data podcast with hugo bowne-anderson
Displaying 1 Episode of Vanishing Gradients with the tag “mlops”.
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Episode 61: The AI Agent Reliability Cliff: What Happens When Tools Fail in Production
October 16th, 2025 | 28 mins 4 secs
agents, ai, machine learning, mlops
Most AI teams find their multi-agent systems devolving into chaos, but ML Engineer Alex Strick van Linschoten argues they are ignoring the production reality. In this episode, he draws on insights from the LLM Ops Database (750+ real-world deployments then; now nearly 1,000!) to systematically measure and engineer constraint, turning unreliable prototypes into robust, enterprise-ready AI.