> Markdown version of [/videos/100277-what-production-knows-closing-the-loop-between-ai-agents-and-the-systems-they-build?t=225](https://www.wearedevelopers.com/videos/100277-what-production-knows-closing-the-loop-between-ai-agents-and-the-systems-they-build?t=225). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # What Production Knows: Closing the Loop Between AI Agents and the Systems They Build Are AI tools speeding up coding but breaking production? Discover how feeding live telemetry directly to agents enables them to self-correct and autonomously debug their own code. - **Speakers:** [May Walter](https://www.wearedevelopers.com/@may-walter) - **Event:** World Congress 2026 Europe - **Published:** July 10, 2026 - **Duration:** 26:33 - **URL:** https://www.wearedevelopers.com/videos/100277-what-production-knows-closing-the-loop-between-ai-agents-and-the-systems-they-build - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/aac260b5641ba3b88ce98a0524d18a82/thumbnails/thumbnail.jpg?time=227229ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Navigating developer bottlenecks and human accountability](https://www.wearedevelopers.com/videos/100265-fireside-chat-in-conversation-with-werner-vogels-cto-of-amazon-com) (from "Fireside Chat - In conversation with Werner Vogels, CTO of Amazon.com") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/c3fba11645fa617695aa063f0772a420/thumbnails/thumbnail.jpg?time=50830ms - [Balancing developer autonomy with the adoption of coding agents](https://www.wearedevelopers.com/videos/100198-the-last-mile-of-ai-from-prototype-to-production) (from "The Last Mile of AI: From Prototype to Production") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/ff9c09619a4fcd6d8f9ced4e821a0fe9/thumbnails/thumbnail.jpg?time=108950ms - [Shifting developer workloads and realistic AI productivity gains](https://www.wearedevelopers.com/videos/1830-wearedevelopers-live-speculaitions) (from "WeAreDevelopers LIVE - SpeculAItions") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/2cdb4226b123a771ffa9261c5605d057/thumbnails/thumbnail.jpg?time=202197ms - [Closing the development loop with automated AI incident responses](https://www.wearedevelopers.com/videos/100166-shipping-with-confidence-observability-and-quality-at-scale) (from "Shipping with Confidence: Observability and Quality at Scale") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/285035d9eec70ac5d7461573f1ff9300/thumbnails/thumbnail.jpg?time=120270ms - [Shifting bottlenecks in AI-accelerated software delivery](https://www.wearedevelopers.com/videos/100615-the-new-rules-of-software-delivery) (from "The New Rules of Software Delivery") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/b758be9f276b418c9ea252edddff97ec/thumbnails/thumbnail.jpg?time=206798ms - [Rethinking team structures around AI agent capabilities](https://www.wearedevelopers.com/videos/1539-agentic-devops-how-ai-powered-automation-transforms-software-delivery-on-github-and-azure) (from "Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e602c7a24aecabf9b398579d5c6bc582/thumbnails/thumbnail.jpg?time=243155ms ## Related Articles - [What is Agentic Programming and Why Should Developers Care?](https://www.wearedevelopers.com/magazine/625-what-is-agentic-programming-and-why-should-developers-care) - [Transforming Software Development: The Role of AI and Developer Tools](https://www.wearedevelopers.com/magazine/527-transforming-software-development-the-role-of-ai-and-developer-tools) - [What is Software Engineering in the Age of AI?](https://www.wearedevelopers.com/magazine/640-what-is-software-engineering-in-the-age-of-ai) - [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers) ## Related Jobs - [Senior AI Platform Engineer](https://www.wearedevelopers.com/jobs/ext/3709265-senior-ai-platform-engineer) at **ARM** - [Senior AI Platform Engineer](https://www.wearedevelopers.com/jobs/ext/3711642-senior-ai-platform-engineer) at **ARM** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [Principal Software Engineer (m/f/x)](https://www.wearedevelopers.com/jobs/48548-principal-software-engineer-m-f-x) at **Dynatrace** - [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat** - [Staff Software Engineer, Agentic Platform](https://www.wearedevelopers.com/jobs/48464-staff-software-engineer-agentic-platform) at **Docker, Inc.**