Lightning Lessons

Evaluation Driven Development for Agentic AI Systems

Hosted by Aurimas Griciūnas

Thu, Sep 25, 2025

4:00 PM UTC (45 minutes)

Virtual (Zoom)

Free to join

174 students

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End-to-End AI Engineering Bootcamp
Aurimas Griciūnas
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What you'll learn

The Flywheel of Agentic AI Systems Development

Learn the moving parts of a successful Agentic AI System development lifecycle.

Why Evals are Difficult in Real World Scenarios

Learn from real world failures so that you don't repeat them in your own projects.

How to Make Your Evaluation Strategy Succeed

Learn methods that will help you succeed in your next Agentic AI product build.

Why this topic matters

Evals are notoriously difficult to implement in real world Agentic AI applications. Nevertheless, we cannot build reliable and maintainable Agentic AI Systems without implementing robust evaluation strategies. As an AI Engineer you will spend a large portion of your day-to-day making sure that these strategies maintain the robustness and correctness of the systems you are building out.

You'll learn from

Aurimas Griciūnas

LinkedIn Top Voice in AI • Founder & CEO @ SwirlAI • Former CPO @ Neptune.ai

Aurimas Griciūnas is a recognized AI expert, LinkedIn Top Voice in AI, and the founder of SwirlAI. He previously served as Chief Product Officer at Neptune.ai where he worked closely with top ML teams to scale infrastructure, evaluation, and LLMOps practices across industries. With over a decade of experience at the intersection of data science, machine learning, and software engineering, Aurimas has led AI initiatives in both startups and enterprise environments. His mission is to bridge the gap between hype and reality by teaching engineers how to build systems that work in the real world. Students will benefit from his hands-on knowledge, technical depth, and product-first mindset - gained by solving actual engineering problems.

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