Context at Scale: What to Keep, What to Cut

Hosted by Aki Wijesundara and Manu Jayawardana

Sun, Jul 26, 2026

10:00 PM UTC (30 minutes)

Virtual (Zoom)

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AI Engineering Bootcamp & Certificate
Aki Wijesundara, PhD and Manu Jayawardana
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What you'll learn

Spot when more context hurts

Recognize the signs that a bloated window is dragging accuracy, speed, and cost the wrong way.

Decide what earns a place

A simple rule for keeping the information that changes the answer and cutting the rest.

Budget the window like a resource

Treat tokens as a limited budget so you scale up without the quality quietly falling apart.

Why this topic matters

Stuffing everything into the context window feels safe and quietly makes the model dumber and slower. The harder skill is deciding what to keep and what to throw away. In this free 30 minute session you take an overloaded context and trim it down, watching answers get sharper and cheaper as the noise comes out. You leave able to budget a context window like a real resource instead of dumping in everything you have.

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 | Co-Founder & CEO at Krybe | 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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