The Future of AI Agents is Sandboxed

Jonathan Wall is the CEO at Runloop.ai, working on enterprise-grade infrastructure and execution environments for AI coding agents.The Future of AI Agents is Sandboxed // MLOps Podcast #353 with Jonathan Wall, CEO at Runloop.ai.Join the Community: https://go.mlops.community/YTJoinInGet the newsletter: https://go.mlops.community/YTNewsletterShoutout to  @runloop-ai  for powering this MLOps Podcast episode.// AbstractEveryone’s arguing about agents. Jonathan Wall says the real fight is about sandboxes, isolation, and why most “agent platforms” are doing it wrong.// BioJon was the techlead of Google File System, a founding engineer at Google Wallet, and then the founder of Inde, which was acquired by Stripe. He is building Runloop.ai to bridge the production gap for AI Agents by building a one-stop sandbox infrastructure for building, deploying, and refining agents. // Related LinksWebsite: runloop.aiBlogs and content at https://www.runloop.ai/~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExploreJoin our Slack community [https://go.mlops.community/slack]Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)] Sign up for the next meetup: [https://go.mlops.community/register]MLOps Swag/Merch: [https://shop.mlops.community/]Connect with Demetrios on LinkedIn: /dpbrinkmConnect with Jon on LinkedIn: /jonathantwall/Timestamps:[00:00] GitHubification of workflows[00:29] Sandbox definitions explained[04:47] Agent setup explanation[08:03] Sandbox vs API agent[13:51] Resource usage in sandbox [22:50] Agent evaluation setup[28:08] Failure cases value[31:06] Sandbox isolation vs multi-tenancy[36:14] Frameworks vs Harnesses[39:02] Langraph vs Harness comparison[43:22] Agent flexibility and verification[52:51] Training data focus[57:10] Wrap up