ML Pub Club #25: The Secret Tool of AI Agents

At our last ML Pub Club before a well deserved winter break, we’re pulling back the curtain on one of the quiet but essential engines behind today’s AI agents: deterministic code execution. 🚀

Join us as we welcome Herman Zvonimir Došilović, Founder and CEO of Judge0, a Croatian product company building the open-source online code execution system that powers everything from learning platforms to cutting-edge AI research. 🇭🇷

Large language models are brilliant at recognizing patterns, explaining concepts, and generating problem-solving procedures, but they’re also probabilistic and often nondeterministic. That means the same prompt can lead to different outputs, which is a problem when reliability actually matters.
This is where Judge0 steps in. By letting AI agents safely execute the code they generate, Judge0 brings determinism, reproducibility, and structure into an otherwise unpredictable workflow. 🛠️

🗓️ Tuesday I December 2nd, 2025
🕖 6PM
📍 CroAI HQ's

We'll go through a quick intro to the world of modern AI agents, take a look into how U.S. companies integrate Judge0 into their daily agent operations and explore real examples of how researchers at top global universities use Judge0 to power their AI experiments!

See you there! 👋