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mirrod offers local debugging. Signadot goes beyond that to support your entire development workflow.

Use cases and capabilities
Signadot
Complete Testing Solution
Platform Focus: Microservices Testing
Creates lightweight, environment isolation using request routing and context propagation.
Comprehensive Scope: Full Shift-Left
Supports local dev, PR testing, and automated integration tests within a unified platform.
CI/CD Integration: Continuous PR Testing
Feasible and affordable for running full tests as a CI step for every PR.
mirrord
Single-Process Local Debugging Tool
Platform Focus: Local Debugging
Injects remote context via syscall interception; lacks application isolation.
Limited Scope: Local Development Only
Exclusively for testing local code in the remote cluster context.
Impractical for CI/CD. Requires a single running local process.
Signadot offers a more comprehensive solution that supports local development, PR previews, and automated testing through lightweight “sandboxes” that provide isolated environments without duplicating infrastructure.
Go far beyond Local Development
Enable on-demand previews and automated tests for every Pull Request. Test features across multiple PRs.
Database and Message Queues
Out of the box support for database isolation and multi-tenancy for Message Queues like Kafka, SQS and others.
Extensible and Scalable
Leverage resource plugins to spin up arbitrary resources on-demand. Scales to 1000s of developers.
Testimonials

Hear From Our Clients

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
With Neon's rapid growth, maintaining key DORA metrics and production SLO became a challenge. Signadot's Sandboxes solution transformed our CI/CD pipelines, reducing costs and enabling effective testing. Now, we can confidently make risky changes, fostering a culture of performance-oriented engineering.
Venkat Karun
Distinguished Engineer and SĂłcio
I want staging to be in a state where I'm able to push to production any day I want. The quality should be as good as prod so that I don't have to do more work after merging. This is exactly what Signadot allows us to do today.  We're now running tests before merging, which means cleaner code and  fewer rollbacks.
Buchi Reddy
CEO
Our vision when we started talking to Signadot was that we wanted to have the same stack for testing and production. Signadot has allowed us to do just that, bringing down the lead time for our developers to test changes from 30 minutes to literally 60 seconds.
Amit Gud
Software Engineer

See How We Compare

From code changes to testing environments in minutes. Our automated workflow lets you focus on development while we handle the preview environment setup and teardown.
Feature
Signadot
mirrord
Primary Focus
Complete testing platform
Developer tool for local debugging
Key Abstraction
Lightweight environments called Sandboxes that allow traffic routing
Process-level syscall interception
Use Cases
Local dev, PR previews, automated tests
Local development and debugging
Testing Capabilities
Smart Tests with AI-powered diff detection
Manual testing only
Team Collaboration
Developers can collaborate across PRs
Limited support for collaboration
Resource Isolation
Support for any database or message queue
Limited in scope
CI/CD Integration
Native integration for PR previews and tests
Limited CI/CD integration
Testing Microservices Doesn’t Have to Be a Bottleneck.
Let Us Help.
Your team’s challenges are unique, and so are our solutions. Let’s work together to streamline your testing process—no pressure, just a conversation with engineers who understand your needs.
Get a demo
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Built by Developers,
for Developers
Integrate with CI tools you already use
Support all test frameworks
Without Signadot, developers were experiencing frequent rollbacks of code due to issues discovered late in the staging environment. Now, the developers have much more confidence in what they are deploying, resulting in fewer breaks on production.
Devarshi Khanna
Backend Developer at ShareChat
How is Signadot different from other testing solutions?

Unlike traditional approaches that create full duplicate environments, Signadot uses a unique request-routing approach that allows you to test changes in isolation while sharing existing infrastructure. This results in up to 90% cost savings while delivering significantly faster feedback cycles.

How does Signadot integrate with my CI/CD pipeline?

Signadot provides a CLI and API that integrates with all popular CI/CD systems including GitHub Actions, Jenkins, CircleCI, and GitLab. Our integration creates sandboxes for each pull request, runs tests, and reports results back to your pull request, providing complete visibility into test outcomes.

What testing frameworks does Signadot support?

Signadot works with any testing framework you currently use, including Cypress, Selenium, Playwright, Postman, RestAssured, JUnit, pytest, and more. There's no need to rewrite your tests - just point them at your sandbox environments using our routing mechanisms.

Do I need to modify my applications to use Signadot?

No code changes are required to your applications. Signadot works at the network layer by intercepting requests and routing them to the appropriate services. We provide tools like our Chrome extension, SDK, and CLI to make it easy to manage routing without modifying your application code.

How long does it take to set up Signadot?

Most teams are up and running with Signadot in less than a day. Installation involves deploying our Kubernetes operator to your cluster and configuring your CI/CD pipeline to create sandboxes. Our team provides hands-on support to ensure a smooth onboarding experience.

Can Signadot work with our service mesh?

Yes, Signadot integrates with popular service meshes like Istio, Linkerd, and Consul. We can leverage your existing service mesh for routing or use our built-in routing mechanisms if you don't have a service mesh. Our approach is designed to be flexible and work with your existing infrastructure.

10x Microservices Testing Speed & Cut Test Environment Costs by 90%
Explore how Signadot can revolutionize your Development and Testing workflows with our innovative platform designed for Microservices and Kubernetes environment.