Bartosz Mikulski

Bartosz Mikulski

Bartosz Mikulski is a Senior Data Engineer at Start.io, where he works on ML systems handling 50 billion requests per month. He co-created the MLOps platform at Qwak (acquired for $230M) and contributed to the book “97 Things Every Data Engineer Should Know” (O’Reilly). He trains engineering teams on Python, MLOps, and AI. Over 500 technical articles published (mikulskibartosz.name). Previous speaker at Berlin Buzzwords, Infoshare, DataNatives, and DevOpsDays.

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Sessions

Data Science
Operations

The Failures That Don’t Crash: MLOps for AI Agents

Talk
This talk takes four reliability patterns from distributed systems and shows what they look like inside an agent architecture. How to shadow-test an agent. Why your circuit breakers need confidence thresholds. What an eval harness looks like when your system is non-deterministic. And why human oversight degrades faster than anyone admits.