Signadot vs Okteto
The Okteto alternative that copies only what changed
Okteto gives each developer and PR a namespace with its own copy of your app. Signadot gives local development, PRs and coding agents one model: ephemeral environments that copy only what changed and share the rest.
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Signadot vs Okteto: six key differences
Both give developers and PRs environments on Kubernetes, but they start from opposite ends. Okteto copies your app into a namespace, and its Divert option shares some services, with limits. Signadot is built on copying only what changed, and extends it to databases, queues and tests. The complete guide to preview environments compares Okteto previews with the other platforms.
| Feature | Signadot | Okteto |
|---|---|---|
| Foundation | One model, the ephemeral environment, for local dev, PRs and agents. Copies only what changed. | A namespace per developer or PR, with a full copy of your app. |
| Coding agents | Agents on laptops or in the cloud each get an ephemeral environment for Jobs and Plans. | Skills for laptop agents, CI for unattended ones. Each run gets a full namespace. |
| Sharing services | The default, for requests, messages and workflows. | Divert is opt-in, HTTP only, and the shared copy must be deployed by Okteto. |
| Databases, queues and more | Any database or queue. Resource plugins add anything else. | Copy them into each namespace, or share them with no isolation. No plugin framework. |
| Service mesh and Gateway API | Native on Istio, with no extra sidecar. Gateway API and Linkerd too. | Divert works with nginx or Istio, not the Gateway API. |
| Testing: Jobs and Plans | Jobs run your tests. Plans let agents build test workflows. | okteto test runs your test commands. No agent test workflows. |
When to choose Okteto
A fit when each developer can have a full copy of the app.
- Your app is small enough to copy into every namespace
- Developers want their code synced into a container in the cluster
- You need a fully self-hosted or air-gapped install
When to choose Signadot
The choice when copying the app for every developer, PR or agent is too slow or too costly.
- Dozens or hundreds of services
- Local dev and PR environments on one model
- An ephemeral environment for every coding agent, local or in the cloud
- Any database or queue, plus resource plugins
- Built-in testing with Jobs and Plans
- A free Starter plan to get going
The bottleneck has shifted from writing code to proving it works.
Agents write code faster than teams can check it. Signadot gives every change its own environment with real services and data, so your tests and agents can show it works.
The Signadot platform
Four pillars of the Signadot platform
Signadot spins up an ephemeral environment for every code change, from a developer's laptop to thousands of coding agents, so your tests and agents can check it against your real services, databases and message queues.
Built for Agents
Run thousands of agents in parallel.
Each agent gets its own lightweight ephemeral environment, cheap and fast to spin up, so agents run more validations on their own before human review.
Unified Architecture
Inner and outer loop, one platform.
The same ephemeral environment covers local development and PR validation. One platform. One mental model.
Comprehensive Coverage
Smart Tests, Jobs and Plans, built in.
Jobs run your existing tests. Plans let agents build test workflows. All of it runs in your cluster.
Deep Isolation
Data, queues and cloud resources.
Share a database or branch it per ephemeral environment. Queues stay shared, with messages routed by key. Resource plugins create cloud resources outside Kubernetes.
Testimonials
Hear from our customers
$2M saved annually
On the margin, with the Signadot approach, 99.8% of the isolated environment's infrastructure costs look wasteful. That percentage looks like an exaggeration, but it's really not.
Connor BraaSoftware Engineering Manager 
83% lower change failure rate
We basically stopped creating full preview environments and replaced our custom solution with Signadot. Instead of isolating the full environment, the strategy using routing keys is much lighter, and we are able to provide an isolated environment, even with isolated databases, per PR quite fast.
Marcus TavaresStaff Software Engineer 
No more fighting over staging
Creating a sandbox is extremely fast, it works every time, lets me test what I'm building quickly, and move on. This is awesome.
Tyler MarienSenior Software Developer 
10x integration capacity
Our engineers were spending more time waiting for an environment than shipping. Now they test against our real services in parallel, which made a whole tier of fixed test infrastructure unnecessary. Retiring environments we had carried for years is projected to save us several million dollars annually.
Jony JeyaratnamHead of Engineering Coding agents
Built for agentic development
Most code is now written by coding agents, on laptops and in the cloud. Each one gets its own ephemeral environment to test in, the same kind a developer uses.
- An MCP server and agent skills that work across the coding agents your teams use
- Background agents running in cloud sandboxes get their own ephemeral environment too (see the Modal example)
- Jobs and Plans that run in each agent's environment
Testing
Run the tests too, with Jobs and Plans
Okteto runs your test commands. Signadot runs them too, and adds Plans that agents build.
- Jobs run the test suites you already have
- Plans let agents build automated test workflows
- Your platform team picks the Plans every change must pass
Cloud native stack
Works with your service mesh
Signadot routes through the mesh you already run. On Istio it adds no sidecar of its own: it updates your VirtualService rules and Istio does the routing.
- Istio, natively, in sidecar or ambient mode
- Gateway API: routes beside your HTTPRoutes and GRPCRoutes
- Linkerd or no mesh: a lightweight DevMesh sidecar
- OpenTelemetry baggage carries the routing key
Deployment and security
Runs in your cluster
Most of Signadot runs in your cluster.
Need fully self-hosted? Talk to us.
- Only resource metadata leaves your cluster by default
- Never your code, app data or production PII
- SOC 2 Type II
Built for Developers and Agents
Works with your coding agents
Integrate with CI tools you already use
Support all test frameworks
Signadot is making it easier for our developers to build and test microservices using deployments that are incredibly similar to production. This has made both human and AI-written code easier to validate and test.
Naomi KleinLead Infrastructure Engineer at Laurel Frequently asked questions
What are the best alternatives to Okteto?
Signadot, which gives local development, PRs and coding agents one model: ephemeral environments that copy only what changed and share the rest, so it suits apps with many services. Bunnyshell and Release also create PR environments, but copy the whole environment, as Okteto does by default. mirrord and Telepresence connect a laptop to a cluster and create no environments.
Okteto vs Signadot: what's the difference?
They start from opposite ends. Okteto gives each developer or PR a namespace, by default with a full copy of your app. Signadot copies only what changed and shares the rest, with databases, queues and tests built in. Okteto suits small apps and cloud development containers. Signadot suits apps with many services.
How is Okteto Divert different from Signadot?
Divert lets an Okteto namespace hold only the services you changed and borrow the rest from a shared namespace. It is opt-in, routes HTTP requests only, and the shared namespace must be one Okteto deployed. Databases and queues stay shared unless you copy them, and queue isolation is code you write yourself. In Signadot, sharing is the default, and it covers requests, messages and Temporal workflows.
How much does Okteto cost?
Okteto's Starter plan is free for five seats and self-hosted. Scale and Enterprise are priced on request, per seat. The free hosted Okteto Cloud closed in January 2024. Signadot has a free Starter plan and usage-based paid plans.
Does Signadot work with databases and message queues?
Yes, with any database or queue. Resource plugins create a database for each environment, using tools you already use. Queues stay shared, and each message reaches the right environment. The same works for Temporal. The complete guide to ephemeral environments compares the approaches. Okteto copies them into each namespace or shares them with no isolation.
Is Signadot self-hosted?
Signadot is hybrid. Most of it runs in your cluster, with a small cloud control plane that only sees resource metadata by default. Need fully self-hosted? Talk to us.
Does Signadot require a service mesh?
No. Without a mesh, or with Linkerd, a lightweight DevMesh sidecar routes each request to the right environment. If you run Istio, Signadot updates the routing rules in your VirtualServices and adds no sidecar of its own, in sidecar or ambient mode. It also works with the Gateway API. The routing key travels in the OpenTelemetry baggage header your tracing libraries already pass along.
Can coding agents use Signadot?
Yes. Coding agents such as Claude Code and Cursor connect through Signadot's MCP server and agent skills. Each agent gets its own ephemeral environment, whether it runs on a developer's laptop or as a background agent in the cloud, and runs Jobs and Plans against it before anyone reviews the change.