Case Study How Laurel brings production-ready validation to AI-native development while cutting change failure rate by 82%

Signadot vs Telepresence

One model for local development and PR environments

Telepresence tunnels traffic between your laptop and a remote cluster. Signadot gives local development, PRs and coding agents one model: ephemeral environments that copy only what changed and share the rest.

Trusted by engineering teams worldwide

Signadot vs Telepresence: seven key differences

Both let you test against real services instead of mocks, but they work at different levels. Telepresence works at the network level and has no concept of an environment. Signadot is built on the ephemeral environment, one model for local development, PRs, tests and agents, whether a person or a coding agent writes the code. For the wider field, see our Telepresence alternatives guide.

Feature Signadot Telepresence
Foundation

One model, the ephemeral environment, for local dev, PRs and coding agents.

A network tunnel. Every laptop needs cluster access.

Coding agents

Agents on laptops or in the cloud each get an ephemeral environment for Jobs and Plans.

An MCP server drives the tunnel from a desktop. Nothing for cloud agents or tests.

PR environments

The core of the product. Hundreds share one cluster.

None.

Databases, queues and more

Any database or queue. Resource plugins add anything else.

None. Every laptop uses the same shared data.

Service mesh and Gateway API

Native on Istio, with no extra sidecar. Gateway API and Linkerd too.

Adds its own agent beside the mesh sidecar. No mesh routing.

Testing: Jobs and Plans

Jobs run your tests. Plans let agents build test workflows.

None. You run tests on your own.

Commercial support

Sold and supported by Signadot.

None. A community project, kept up mostly by one maintainer.

When to choose Telepresence

A fit when a free network tunnel is all you need.

  • You only need to reach the cluster from your laptop
  • You do not need an environment per PR or per agent
  • Community support is enough for you

When to choose Signadot

The choice when local dev, PRs and coding agents should share one model.

  • Local dev and PR environments on one model
  • An ephemeral environment for every PR and 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

Brex logo

$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 Braa, Software Engineering Manager at Brex Connor BraaSoftware Engineering Manager
Bitso logo

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 Tavares, Staff Software Engineer at Bitso Marcus TavaresStaff Software Engineer
Wealthsimple logo

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 Marien, Senior Software Developer at Wealthsimple Tyler MarienSenior Software Developer
Miro logo

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 Jeyaratnam, Head of Engineering at Miro 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
Set up Signadot for coding agents

Testing

Run the tests too, with Jobs and Plans

Signadot runs your tests too. Telepresence does not.

  • 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
See Plans in action

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
How request routing works

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
Read the security docs

Built for Developers and Agents

Works with your coding agents

Claude Code logoCursor logoOpenAI logo

Integrate with CI tools you already use

jenkins logoGitLab logoGitHub logoBitbucket logo

Support all test frameworks

Cypress logoSelenium logoCucumber logok6 logoPostman logoPlaywright logo
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 Klein, Lead Infrastructure Engineer at Laurel Naomi KleinLead Infrastructure Engineer at Laurel

Frequently asked questions

Can Signadot replace Telepresence for local development?

Yes. Run the service you are changing on your laptop with signadot local connect, or let your coding agent do it, on your laptop or in the cloud. Your code joins an ephemeral environment, so requests for your change reach it and nobody else's do. The same environment then serves your PR and tests: one model instead of two tools.

Telepresence vs Signadot: what's the difference?

Telepresence is a network tunnel: it connects a program on your laptop to the cluster and sends it the cluster's traffic. Signadot is built on the ephemeral environment, one model for local development, PRs, tests and coding agents. The environment you or your agent develop in is the one your PR and tests use.

Is Telepresence still supported?

The open source project still ships releases, but no company sells support or an SLA. Ambassador Labs moved its paid Telepresence features into Blackbird, and Gravitee, which bought Ambassador in July 2025, offers neither. One maintainer writes most of the code, and the project's only sponsor ended its sponsorship in October 2026. Help comes from GitHub and the CNCF Slack.

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. Telepresence has no database or queue 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 work with Istio and other service meshes?

Yes. On Istio it is native: Signadot updates the routing rules in your VirtualServices and Istio routes the traffic, in sidecar or ambient mode, with no extra sidecar to install. With the Gateway API, Signadot adds routes beside your HTTPRoutes and GRPCRoutes. With Linkerd or no mesh, a lightweight DevMesh sidecar routes requests. 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.