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GenAI Superstream: Everyday AI Agents

Published by O'Reilly Media, Inc.

Beginner to advanced content levelBeginner to advanced

Autonomous AI to Work Smarter and Multiply Your Impact

Whatever your role, AI agents have the potential to transform how you work—automating complex workflows, making decisions, and acting autonomously. While others are still chatting with GenAI, you could be designing proactive AI teammates that can research markets, manage projects, create content pipelines, and handle routine operations without constant oversight.

It's time to take the next step and join the early adopters who are building systems that multiply their capabilities, leaving them free to focus on strategy and innovation. We’ve gathered some of these experts to share with you their practical strategies for building agents, setting you up with the knowledge and confidence to begin the process yourself.

What you’ll learn and how you can apply it

What you’ll learn and how you can apply it:

  • Understand what agents are, why everyone is talking about them, and how they will impact the future of work
  • Identify areas in your current workflows where agents can add value
  • Discover the practical first steps for building agents, while avoiding pitfalls
  • Learn how to use agents in popular tools such as Copilot in MS 365

Recommended follow-up:

Schedule

The time frames are only estimates and may vary according to how the class is progressing.

Introduction – Claire Vo (5 minutes)

  • Claire welcomes you to the GenAI Superstream.

Fireside Chat: Agents and the Future of Work – Claire Vo and Kathy Pham (30 minutes)

  • Opening the conference, ChatPRD’s founder and CEO, Claire Vo, and Harvard faculty member and Workday’s VP of AI, Kathy Pham, will peel back the layers of hype surrounding AI agents while addressing the real concerns and misconceptions that keep people from moving beyond basic chatbots. You’ll hear how AI agents are already changing workflows across industries, why building them is more straightforward than most people think, and what mindsets separate the fast-moving early adopters from those who are standing still. Along the way, Claire and Kathy share examples from their own work and explain why now is the moment to shift from chatbot conversations to collaboration with AI agents.

Agents Demystified: Real Patterns for Real Work – Jacob Bank (30 minutes)

  • Jacob Bank, founder and CEO of Relay.app, provides a jargon- and hype-free definition of AI agents that anyone can understand. You’ll learn how agents differ from chatbots and copilots, and why the agents-versus-workflows debate often misses the point. He also shares four powerful agent patterns to automate internal operations, monitor the outside world, prepare for key events, and run ongoing analysis. Drawing on his experience using agents to run Relay.app, Jacob shows you how agents can quietly but powerfully reduce manual overhead and help you work smarter. You’ll come away with a clear understanding of AI agents and concrete ideas for where they can help in your work.

Break (5 mins)

Think Like a Programmer to Build Better Agents — David Griffiths (30 minutes)

  • You don't need to code to create AI agents; but thinking like a programmer can make your agents smarter and more adaptable. Instead of building rigid step-by-step workflows, software developer and author David Griffiths shows you how a few critical concepts can help you design agents that adjust on the fly and solve unexpected problems. By borrowing principles from programming—modularity, abstraction, and separation of goals from methods— you can build agents that handle complex, real-world challenges with flexibility.

Unlocking AI Agents for Everyday Productivity in Microsoft 365 – April Dunnam (30 minutes)

  • Microsoft principal cloud advocate April Dunnam shows you how to build agents in Microsoft 365 and Copilot Studio that handle the busywork, so you can focus on more creative, high-value work. Through live demonstrations and practical examples, you’ll see how agents can pull from your organizational data to generate quick insights, trends, or performance summaries; scan documents, notes, and knowledge bases to answer questions and compile findings; consolidate project updates across tools into easy-to-share summaries for MBRs or team check-ins; and guide new hires with company FAQs or help employees troubleshoot common tech issues.

Break (5 minutes)

Stop the Drift: Using AI Agents to Evolve and Enforce Design Systems – Nadia Elinbabi (30 minutes)

  • Design systems are the shared libraries of UI components, patterns, and guidelines that keep products visually consistent. But without strong governance, systems drift, teams revert to old patterns, inconsistencies creep back in, and the result is design debt that compounds with every sprint. Nadia Elinbabi, senior manager of product at Lowe’s, demonstrates how you can create AI agents to serve as governance copilots for design systems, protecting that investment and ensuring the system remains a living asset. You’ll see how agents can audit portfolios and quantify drift, flag where inconsistencies introduce usability risks and delays in delivery, suggest which components should be upgraded, and answer designer questions about system rules in plain language. By the end, you’ll understand how governance agents go beyond compliance to actively evolve design systems.

Building Your Personal AI Product Management Operating System – Aman Khan (30 minutes)

  • What if AI could be your product partner instead of just an assistant? Imagine building a personal operating system that could tell you which tasks on your backlog to tackle first, draft PRDs while you’re in meetings, and remember exactly how you like to structure your product specs. Aman Khan, product leader at Arize AI, demonstrates a simple, customizable AI system that goes beyond single prompts to actually manage your PM workflow. You’ll leave with a practical blueprint for building agents that handle the operational overhead of product management, all running on your own machine (with some help from LLMs) and under your control. You’ll also pick up best practices around managing context, working with agents, and focusing on outcomes instead of technology.

From Individual Agents to Multi-Agent Enterprise Ecosystems – Babak Hodjat (30 minutes)

  • While individual AI agents are transforming personal productivity, the next frontier emerges when these autonomous teammates multiply across organizations. In this forward-looking session, Babak Hodjat, CTO of Cognizant, bridges the gap between the individual agent strategies you know today and the enterprise-wide AI ecosystems of tomorrow. He explores how the same principles that make personal AI agents effective—task specialization, autonomous decision-making, and workflow automation—scale to create interconnected systems where dozens of AI agents collaborate, compete, and coordinate to multiply organizational impact. You’ll discover how enterprises are moving beyond single-agent productivity gains to orchestrate multi-agent systems that can autonomously manage cross-departmental workflows and handle complex operations spanning multiple domains. He also demonstrates practical approaches to evolving from individual AI teammates to enterprise AI ecosystems, including live prototyping of multi-agent collaboration using open source tools.

Closing Remarks – Claire Vo (5 minutes)

  • Claire closes out today’s event.

Your Hosts and Selected Speakers

  • Claire Vo

    Claire Vo is the founder of ChatPRD, an AI copilot for product managers and their teams. In the service of this effort, she draws on her experience as a three-time chief product and technology officer, who led product, design, and engineering teams at LaunchDarkly, Color Health, and Optimizely. She was also the founder and CEO of Experiment Engine, which was acquired by Optimizely in 2017. Claire is a speaker, advisor, board member, and angel investor, as well as the host of the How I AI podcast.

  • Aman Khan

    Aman Khan is head of product at Arize AI, an AI development and evaluation platform used by companies like Uber, Duolingo, Reddit, Instacart, and Booking.com. At Arize, Aman helps teams launch and improve their AI agents and systems. He recently led a popular DeepLearning.AI course on evaluating AI agents and has been featured in Lenny’s Newsletter covering AI product management and evals.

  • Kathy Pham

    Kathy Pham is a computer scientist, product leader, teacher, founder, and tech executive with experience across industry, academia, nonprofits, venture capital, and government. She has spent over a decade building large-scale systems in industry and healthcare at Google, IBM, and Harris Healthcare. Previously, she was a founding engineering and product member of the U.S. Digital Service at the White House, where she helped build digital services in government across three presidential administrations (Obama, Trump, and Biden). She later was appointed the inaugural executive director of the National AI Advisory Committee and led as the deputy chief technologist at the Federal Trade Commission, where her team created the FTC’s first Office of Technology. Kathy is currently an advisor at Mozilla, a fellow and adjunct lecturer at Harvard, and VP of AI at Workday.

  • David Griffiths

    David Griffiths founded HereScreen Ltd and is the author or coauthor of seven books, including Head First Android Development and The React Cookbook. David has also written for magazines about software development and created online training material.

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  • Jacob Bank

    Jacob Bank is the founder and CEO of Relay.app, a platform that makes it easy for everyone to create AI agents. Prior to founding Relay.app, he was product lead at Gmail, cofounder and CEO of Timeful, and an AI researcher at Stanford.

  • April Dunnam

    April Dunnam is a principal cloud advocate at Microsoft, a Microsoft Certified Trainer, and an MVP alumna. Known for her ability to demystify the Power Platform and AI for both developers and makers, she blends deep technical knowledge with a knack for making complex topics approachable and fun. With a passion for community and sharing knowledge, April runs a popular YouTube channel dedicated to Power Platform, AI, and low-code development. She actively contributes to the Microsoft 365 and Power Platform communities and she was a recipient of a Microsoft Technology Excellence Award for her innovative Power Platform solutions. She’s also a frequent speaker at international conferences, helping businesses and developers harness the full potential of AI and the Power Platform. When she’s not advocating for the Power Platform, she’s performing with her rock band or fueling her caffeine and LEGO building habits.

  • Nadia Elinbabi

    Nadia Elinbabi is a design and product leader with over a decade of experience leading cross-functional teams and modernizing design and product operations at scale. A senior manager of product at Lowe’s, she specializes in integrating AI into real-world workflows. Nadia has taught UX/UI design through the University of Pennsylvania, leads workshops and classes on building case studies and portfolios with AI, and is the former host of DesignHires, a weekly podcast featuring conversations with design leaders and hiring managers. She’s also the author of the upcoming AI for UX (O’Reilly), which equips UX designers with practical strategies to harness AI in their day-to-day work. She lives in North Carolina with her husband, six kids, and 21 chickens.

  • Babak Hodjat

    Babak Hodjat is CTO of AI at Cognizant. Previously, he cofounded and was the CEO of Sentient, where he was instrumental in developing the core technology for the world’s largest distributed artificial intelligence system. He also established the first AI-driven hedge fund, Sentient Investment Management. As a serial entrepreneur, he initiated several companies in Silicon Valley, taking on roles as main inventor and technologist. Before his tenure at Sentient, Babak was senior director of engineering at Sybase iAnywhere, overseeing mobile solutions engineering. Earlier, he cofounded Dejima Inc., where he was the primary inventor of its patented agent-oriented technology, which is integral to intelligent interfaces used in mobile and enterprise computing, including the technology that powers Apple’s Siri. His expertise spans various domains including natural language processing, machine learning, genetic algorithms, and distributed AI, and he holds 39 US patents. Additionally, he’s the author of The Narrator, an AI-themed science fiction novella, and The Konar and the Apple, a collection of short stories inspired by his childhood. Babak earned a PhD in machine intelligence from Kyushu University in Japan.

Skill covered

Generative AI