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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 Versus mirrord

Find out which development solution is right for your team.

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Why Platform Teams Choose Okteto Over mirrord

Okteto is built as a complete development environment platform, not just a tool for individual developers.

We support multiple workflows, provide the infrastructure for your entire development lifecycle, and scale with your organization from 10 to 2,000+ developers.

"Having a good development environment can be hard, but the impact is huge once you get it right.

With Okteto, the productivity increase is huge. Developers don't need any extra time handling environment setup and can work on what matters, which is the product itself." -Infrastructure Lead at Monday.com

Read the detailed comparison

mirrord

Full environments, Divert (traffic stealing), or Hybrid workflows

Local development with remote context mirroring

In actual Kubernetes pods with real runtime, network, and access controls

On your laptop with abstraction layer

Flexible workflows: Choose full isolation, shared services, or hybrid based on team needs

Single local-mirroring model

Automatic per-PR environments with shareable links

Not supported

AI: Built-in support for agent development and testing at scale

Not supported

Run integration and e2e tests in realistic environments before CI

Manual testing and integration required

DevEx insights, environment metrics, and infrastructure visibility

Operator and session logs only

Built for platform teams at scale

Fast feedback is just the start. Okteto provides everything you need to support organizational velocity.

  • Real Kubernetes environments

    Run in actual pods with production-like runtime, network policies, and access controls. No abstraction layers, no surprises.

  • Preview environments on demand

    Create fully functional snapshots of your work anytime. Share with teammates, stakeholders, or compare versions side-by-side without blocking your progress.

  • Automated resource management

    Built-in garbage collection and resource policies keep costs under control. Scale teams without manual cleanup overhead.

  • Standardized deployment & testing

    One-step deploy and Okteto Test ensure consistency across teams. Easier debugging, faster onboarding, and predictable results in every environment.

Frequently Asked Questions: Okteto vs. mirrord

mirrord is a development tool focused on one part of the development lifecycle (inner loop) for individual developers by running code locally with remote context mirroring.

Okteto is a complete development environment platform designed for organizational velocity. Okteto runs code in actual Kubernetes pods (not an abstraction layer), supports multiple development workflows, provides preview environments, built-in testing infrastructure, namespace management, cost controls, observability, and enterprise features that scale from 10 to 2,000+ developers.

Yes. Fast feedback loops are a core capability of the Okteto platform, regardless of which development workflow you choose.

Okteto supports multiple environment architectures to match your team's needs. With Divert mode, you can create Development Environments that include only the services you're actively working on while connecting to a shared environment for all other microservices. This significantly reduces infrastructure costs and complexity, especially in large-scale applications.

Whether your team needs full environment isolation, Divert mode for selective service development, or hybrid approaches, Okteto delivers fast iteration with realistic Kubernetes execution.

Okteto runs your development process directly in Kubernetes pods within your cluster, using the same access management, network policies, and runtime constraints as production. mirrord uses an abstraction layer that intercepts network calls, environment variables, and file access to mirror remote cluster behavior to your local machine. Okteto's architecture provides true environment realism, which becomes increasingly important as your applications grow in complexity and security requirements mature.

Preview environments are fully functional snapshots of your application that can be created automatically for pull requests or on-demand at any point in your development workflow. They allow you to share work-in-progress with teammates, stakeholders, product managers, or sales teams without blocking your development progress. You can compare different versions side-by-side, conduct user testing, or gather feedback before merging code. Okteto provides preview environments as a built-in platform capability.

Yes. Okteto integrates with your existing development stack including CI/CD pipelines, source control systems, container registries, and cloud providers. You can continue using your preferred IDEs and development tools. Okteto enhances your current setup rather than requiring you to rebuild everything from scratch.

Okteto provides infrastructure to run integration tests, end-to-end tests, and validation against realistic data before your code reaches CI. With Okteto Test, teams can ensure consistency across environments and catch issues earlier in the development cycle. Tests run in the same realistic Kubernetes environments where you develop, reducing "works on my machine" problems.

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