Build a Reliable Agent Loop

Hosted by Aki Wijesundara and Manu Jayawardana

Mon, Aug 17, 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

Structure a plan, act, observe, correct loop

Build each stage live and see what each one catches that the others miss.

Add a self-check that catches drift early

Insert a verification step so errors surface before they reach the user.

Decide when a loop is the wrong tool

Use a clear test for when a plain workflow will beat a loop on cost and reliability.

Why this topic matters

Better prompts stopped fixing the problem a while ago. Reliability comes from the loop: how the agent plans, acts, checks its own work and recovers when it is wrong. Most people skip straight from a single prompt to a chain and never build the part that makes the system self-correcting. That gap is why agents look fine in a demo and fail in front of users.

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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