Announcing Okteto Agent Fleets for scalable AI workflows.
Read the blog
  • AI Agent EnvironmentsBetaIsolated environments to run agent fleets
  • Development EnvironmentsModern, Realistic, Self-service on K8s
  • Preview EnvironmentsShareable environments with every pull request
  • Test EnvironmentsRun tests directly in your development environments
  • Platform FeaturesOkteto Experience features and benefits
  • Build Development ExperiencesDevelopment experiences for your entire team
Okteto app ui

Run your AI agents at scale

Spin up ephemeral cloud environments for every agent to run. Safely refactor, test, and deploy without the limitations of local machines.

Dedicated agent environments on your infrastructure

Launch AI agents in parallel across ephemeral remote environments, each with its own resources, logs, and validation.

Why the environment matters for Agents

Your agents don’t just need code access. They need infrastructure that’s safe, scalable, and built for velocity.

  • Built for parallel agents

    Run agents side-by-side, each in its own isolated environment with clean configs, logs, and no cross-talk.

  • Real configs. Real services.

    Unlike laptops, agents get production-like configurations with full isolation by default.

  • Test every agent run

    Each environment runs Okteto Test and deploys a shareable preview. Don’t just generate code. Validate it.

  • Environments you can govern

    Apply the same policies that limit runtime, resources and secrets to agent environments.

What you can run in the beta

Ready to run agents in scalable and secure environments without local limitations?

Join the Agent Fleets beta and make Okteto your orchestration layer for AI development.