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# Kubernetes Is Not Your Sandbox

Stop using Kubernetes for ephemeral AI sandboxes. Pods are scheduled, not summoned. Purpose-built environments spin up in milliseconds, executing tasks 36% faster and cutting GPU costs by 15x.

- **Speakers:** [Ivan Burazin](https://www.wearedevelopers.com/@ivan-burazin)
- **Event:** World Congress 2026 North America
- **Published:** September 26, 2026
- **Duration:** 12:27
- **URL:** https://www.wearedevelopers.com/videos/100555-kubernetes-is-not-your-sandbox

## Access

Playback and chapters for this video are available with a Free account.

## Related Moments

- [Mitigating operational risks through robust agent sandboxing](https://www.wearedevelopers.com/videos/100448-don-t-kill-my-vibes-simple-steps-to-stay-secure-when-vibe-coding) (from "Don’t kill my Vibes - Simple Steps to Stay Secure when Vibe Coding")
- [Deploying sandboxed agent architectures on kubernetes clusters](https://www.wearedevelopers.com/videos/100034-agentic-ai-building-autonomous-systems-for-developers) (from "Agentic AI: building autonomous systems for developers")
- [Scaling and managing multiple AI models in sandboxes](https://www.wearedevelopers.com/videos/100532-give-the-agent-its-own-machine) (from "Give the Agent Its Own Machine")
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- [Securing open source agents and orchestrating multiple models](https://www.wearedevelopers.com/videos/100429-from-stateless-to-self-improving-building-agent-workflows-that-get-better-every-session) (from "From Stateless to Self-Improving: Building Agent Workflows That Get Better Every Session")
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