Building Agentic AI systems with AWS Serverless • Uma Ramadoss • GOTO 2025

This presentation was recorded at GOTO Serverless 2025. #GOTOcon #GOTOserverless https://conferences.gotopia.tech/goto-serverless-bengaluru-2025 Uma Ramadoss - Principal Solutions Architect at AWS RESOURCES https://twitter.com/uma_ramadoss https://www.linkedin.com/in/uma-r-96578910 https://serverlessland.com/explore/devdaynyc https://aws-experience.com/apj/smb/e/2dafa/getting-started-with-serverless-using-amazon-q https://aws-experience.com/amer/smb/events/series/serverless-gen-ai ABSTRACT Agentic AI is transforming enterprise applications but building them is not just about prompt engineering and model selection. Join this session to learn about agentic systems, how they are changing the way we work, and how to build them using open-source agents framework and AWS Serverless services such as Lambda, Step Functions, and Amazon Bedrock. You'll learn the difference between AI enabled workflows and agentic workflows, when to choose agentic workflows and things to consider when building agent-based systems. [...] TIMECODES 00:00 Intro 01:10 Agenda & takeaways 02:07 What are AI agents? 03:29 How are AI agents different from AI workflows? 11:50 Building AI agents on AWS 21:16 Things to consider 22:16 Resources 22:57 Outro Download slides and read the full abstract here: https://conferences.gotopia.tech/goto-serverless-bengaluru-2025/sessions/3828 RECOMMENDED BOOKS James Urquhart • Flow Architectures • https://amzn.to/3Tyz8cY Adam Bellemare • Building Event-Driven Microservices • https://amzn.to/3WfNKfM Peter Sbarski • Serverless Architectures on AWS • https://amzn.to/3hJzEUM Michael Stack • Event-Driven Architecture in Golang • https://amzn.to/3G5e8ST Ford, Richards, Sadalage & Dehghani • Software Architecture: The Hard Parts • https://amzn.to/3v4pKQS Gerardus Blokdyk • Event-Driven Architecture EDA • https://amzn.to/3FOfUHE https://bsky.app/profile/gotocon.com https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #AgenticAI #GenerativeAI #GenAI #EDA #RAG #LLM #SageMaker #Serverless #EventDrivenArchitecture #SoftwareArchitecture #AWS #AWSServerless #EventDriven #PromptChaining #EventBridge #AmazonBedrock #UmaRamadoss CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1