AI Agents and Infrastructure - MLOps Community
For our February meetup, the MLOps Community will be hosting a series of talks on AI Agents and their infrastructure challenges.
NOTE: REGISTRATION CLOSES SUNDAY FEB 16th FOR BUILDING SECURITY.
First, we'll have Dexter Horthy, founder of Human Layer speak about "12-factor agents - framework-free architecture and design patterns for AI applications".
Next, Simon Tiu, Investor at Vertex Ventures, will also share his thoughts on AI agents, why they are an infrastructure play, and the hard truths about commercializing AI Agents.
We'll then have Adam Hendin and Vijay Gadepally show how Radium.cloud can help you accelerate your infrastructure developent.
Short Talks:
Julia Turc recently posted her learnings on DeepSeek and she'll help demystify the improvements of their architecture.
Roxane Fischer will talk on how AI agents struggle without infra context. This talk explores why, the limits of code alone, and how combining live metrics with static dependencies (like Terraform) unlocks better AI-driven decisions.
Daniel Davis, will talk about the infrastructure challenges in observability and telemetry for monitoring LLM performance.
Rahul Parundekar (me) will share some of my learnings building multiple agents and a common architecture need - creating processors that scale for long-running tasks.
Shoutout to Radium.cloud for supporting our local chapter and helping put this event up with the food and drinks.
Thanks to Microsoft Reactor for supporting us and hosting us in their amazing space in SF. They've got plenty of Online events going on all the time. Check them out!