Debug an Agent That Drifts Off Plan

Hosted by Aki Wijesundara and Manu Jayawardana

Mon, Sep 28, 2026

9:30 AM UTC (30 minutes)

Virtual (Zoom)

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AI Engineering Bootcamp and Certificate: Build and Ship Production AI Agents
Dr. Aki Wijesundara and Manu Jayawardana
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What you'll learn

Instrument an agent so drift becomes visible

Add the logging that turns an invisible failure into an obvious one.

Find the handoff where the plan was lost

Read a long trace efficiently and locate the exact turn things went sideways.

Add a check that stops a bad run

Build a guard that halts execution instead of continuing confidently wrong.

Why this topic matters

Multi-agent systems fail quietly. The agent keeps producing confident, plausible outputlong after it abandoned the original plan, and nothing errors. By the time anyone notices,the trace is thousands of lines long. Finding the handoff where it went wrong is a specificskill, and it comes up in interviews as often as in production.

You'll learn from

Aki Wijesundara

AI Advisor | Educator | Google AI Accelerator Alum

Aki Wijesundara is an AI leader with a PhD in Machine Learning and extensive experience mentoring startups at Google’s AI Accelerator. With a career spanning both research and applied AI, Aki has taught 5,000+ students worldwide how to design and deploy production-ready AI systems.

He has worked across cutting-edge areas of applied AI, from LangChain and RAG pipelines to observability and large-scale deployment. As a researcher and educator, Aki bridges the gap between theory and practice, making complex systems approachable and actionable for engineers, founders, and product leaders.

Aki is also a frequent speaker and advisor to organizations adopting AI, helping them transition from experimentation to production at scale.

Manu Jayawardana

AI Founder | CEO at TAI Labs | Co-Founder of Snapdrum

Manu Jayawardana is a serial entrepreneur with multiple AI startup successes.

He is also the Co-Founder of Snapdrum, an AI consultancy helping companies integrate and automate their businesses using AI. Through Snapdrum, Manu has worked with top startups and enterprises across the U.S., Europe, and Asia, advising on automation, product development, and AI strategy.

Currently, Manu is the Co-Founder & CEO of Krybe, an AI voice agent startup in London transforming how businesses automate customer interactions. His experience spans fundraising, scaling products, and leading teams to deliver production-grade AI solutions adopted globally.

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