Learn how to get 70% more accurate AI Agent output
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  • 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

Agents that build Production-ready code

Okteto agents write, test and validate code, then open complete pull requests with live preview environments.

Why teams choose Okteto over other AI coding tools

Most AI tools stop at code generation. Okteto agents deliver working, tested features.

Other AI tools

Run in real environments with full app and infra context

Generate code without runtime context

Build, test, and validate automatically

Require manual testing and integration

Access your actual APIs and services

Work in isolation from your real environment

Open tested PRs with live previews

Send your code to external services or require full local access

Works on your infrastructure securely

No access to your APIs or services

  • Faster feature delivery
  • 130%Improvement in agent accuracy
  • 2-3hrsTime saved per AI-generated feature

Spin up disposable agent environments in seconds

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

Get the most realistic output from agents

Most agents just guess. Okteto Agents know.

  • Real configs. Real services.

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

  • Run multiple ideas at once

    Run agents side-by-side, quickly test several branches, features or refactors in parallel.

  • Test and debug by default

    Each change gets tested and deploys a shareable preview. No broken builds and no surprises in staging.

  • 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 AI agents you can actually trust?

Join the Agent Fleets beta and run secure, validated AI workflows on your infrastructure.

Get started!