> Markdown version of [/videos/100584-run-your-agents-in-kubernetes-build-once-deploy-anywhere-but-really?t=2](https://www.wearedevelopers.com/videos/100584-run-your-agents-in-kubernetes-build-once-deploy-anywhere-but-really?t=2). 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). --- # Run your agents in Kubernetes: Build once, deploy anywhere. But really? An agentic LLM app ran flawlessly on a local Mac but failed instantly on AWS EKS. Learn how to overcome architecture mismatches, storage errors, and resource starvation in Kubernetes. - **Speakers:** [Michal Salanci](https://www.wearedevelopers.com/@michal-salanci) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 21:26 - **URL:** https://www.wearedevelopers.com/videos/100584-run-your-agents-in-kubernetes-build-once-deploy-anywhere-but-really - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/5abcf6a64d9b1a26a0f4775190f6f684/thumbnails/thumbnail.jpg?time=134274ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Migrating stateful applications between Kubernetes clusters](https://www.wearedevelopers.com/videos/425-it-s-all-about-the-data) (from "It's all about the Data") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e0602ae4e00dd40e90aa22e2f7a16ca9/thumbnails/thumbnail.jpg?time=230200ms - [Answering audience questions on container functionality and local workflows](https://www.wearedevelopers.com/videos/166-local-development-techniques-with-kubernetes) (from "Local Development Techniques with Kubernetes") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/365798c4f1aa209a4c26941fe21b0222/thumbnails/thumbnail.jpg?time=94435ms - [Addressing local development challenges with Podman Desktop](https://www.wearedevelopers.com/videos/1133-containers-and-kubernetes-made-easy-deep-dive-into-podman-desktop-and-new-ai-capabilities) (from "Containers and Kubernetes made easy: Deep dive into Podman Desktop and new AI capabilities") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/0ade681c3a0a1bfc98f292d17fc208aa/thumbnails/thumbnail.jpg?time=12825ms - [Key learnings from scaling agents across production environments](https://www.wearedevelopers.com/videos/100024-what-500-production-environments-taught-us-about-shipping-ai-agents) (from "What 500+ Production Environments Taught Us About Shipping AI Agents") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9006c147bbcee57d1ccacf63dc61c27c/thumbnails/thumbnail.jpg?time=64200ms - [Analyzing cluster right-sizing and scaling experiments inside Kubernetes](https://www.wearedevelopers.com/videos/1198-minimising-the-carbon-footprint-of-workloads) (from "Minimising the Carbon Footprint of Workloads") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9200b51586bd9c1432c594209ce6cbb7/thumbnails/thumbnail.jpg?time=127755ms - [Speaker background and open source Kubernetes edge computing projects](https://www.wearedevelopers.com/videos/100094-from-bytes-to-execution-writing-a-webassembly-runtime-in-rust) (from "From Bytes to Execution: Writing a WebAssembly Runtime in Rust") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/eb337386adaca39364e85723453b559f/thumbnails/thumbnail.jpg?time=116695ms ## Related Articles - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) - [Infer Once, Run Everywhere: Zero-Token Architecture](https://www.wearedevelopers.com/magazine/783-infer-once-run-everywhere-zero-token-architecture) - [ I Gave a Video Editor More Autonomy Than a Trading Bot. On Purpose.](https://www.wearedevelopers.com/magazine/773-i-gave-a-video-editor-more-autonomy-than-a-trading-bot-on-purpose) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) ## Related Jobs - [Staff ML Engineer](https://www.wearedevelopers.com/jobs/48463-staff-ml-engineer) at **Docker, Inc.** - [ML Engineer](https://www.wearedevelopers.com/jobs/48448-ml-engineer) at **Docker, Inc.** - [Cloud Engineer (German)](https://www.wearedevelopers.com/jobs/ext/2908194-cloud-engineer-german) at **Stackit** - [Principal Solutions Architect, Professional Services](https://www.wearedevelopers.com/jobs/ext/3705353-principal-solutions-architect-professional-services) at **Docker, Inc.** - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty**