Structure Knowledge with OKF

Hosted by Aki Wijesundara and Manu Jayawardana

Mon, Oct 26, 2026

2:00 PM 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 knowledge so retrieval just works

Apply the framework to a real set of documents and see quality improve.

Name and link files for agent navigation.

Use naming and linking rules that let an agent find things without search.

Apply one structure at personal and team scale

Use the same approach for your own vault and a shared team system.

Why this topic matters

A markdown vault and a production vector store answer the same question: how doesthe agent know what it needs to know. OKF is a framework for structuring knowledge soretrieval works reliably at both scales, without tuning. Most retrieval problems areorganisation problems, and this is the layer where they get fixed.

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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