Product Updates

Introducing comprehensive SDK Testing

Emre Tezisci

March 6, 2025 - 4 min read

Product Updates

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Today we’re excited to announce the enhanced version of SDK Testing, a powerful addition to the Speakeasy Platform that transforms how you validate client libraries for your APIs. SDK Testing now provides comprehensive validation for SDKs in Go, TypeScript, and Python, with a focus on developer experience and efficiency.

The Hidden Cost of SDK Testing

For API providers, maintaining reliable client libraries comes with significant challenges:

• Manual SDK testing drains developer resources with repetitive, error-prone tasks
• API evolution breaks test synchronization, leading to outdated validation
• Breaking changes often reach customers before they’re caught in testing
• Complex API workflows require sophisticated test sequences that are difficult to maintain

Without robust testing, you risk developer frustration, reduced API adoption, and a surge in support issues. Our enhanced SDK Testing directly addresses these pain points.

Comprehensive SDK Testing Solution

Speakeasy SDK Testing approaches this problem holistically. We don’t just generate the test code — we create the entire testing environment including mock servers and realistic test data.

Key Features

• Auto-generated tests from OpenAPI specs with rich field coverage based on your schema definitions
• Zero-config mock servers that simulate your API behavior without connecting to backend systems
• Example-aware test generation that uses your OpenAPI examples or creates realistic test data
• GitHub Actions integration for continuous validation on every PR
• Language-specific test implementations that follow idiomatic patterns for each language
• Automatically updated tests that evolve with your API changes
• Real server testing for validating against actual API endpoints
• Multi-operation test workflows using the Arazzo specification  for complex scenarios
• End-to-end validation across entire user journeys

Native Test Generation

Tests are generated in your favorite language’s native testing framework (pytest  for Python, vitest  for TypeScript, etc.), ensuring they integrate seamlessly with your existing development workflow. We know that debugging impenetrable auto-generated tests is a nightmare, so we’ve put a lot of work into making our generated tests look and feel like they were written by your team.

Technical Implementation

The SDK Testing framework operates through a streamlined architecture:

1. Test bootstrapping: The system analyzes your OpenAPI document and generates a .speakeasy/tests.arazzo.yaml file containing test workflows
2. Mock server generation: A language-specific mock server is created based on your API specification
3. Test execution: Tests run against the mock (or real) server, validating request/response handling
4. Result aggregation: Test outcomes are compiled into detailed reports

Each test verifies critical aspects of SDK functionality:

• Correct request formation (headers, path parameters, query strings, etc.)
• Proper serialization and deserialization of complex objects
• Accurate response handling and type conversions
• Graceful error management

End-to-End Testing with Arazzo

Beyond simple contract testing, we’re introducing end-to-end testing capabilities powered by the Arazzo specification . This allows you to validate complex workflows across multiple API endpoints with data dependencies between steps.

What is Arazzo?

Arazzo is a simple, human-readable specification for defining API workflows. It enables you to create rich tests that can:

• Test sequences of multiple operations with dependencies
• Extract data from responses to use in subsequent requests
• Validate complex success criteria across operations
• Test against both mock servers and real API endpoints
• Configure setup and teardown routines for complex scenarios

Example: User Lifecycle Testing

Here’s a simplified example of an Arazzo workflow that tests the complete lifecycle of a user resource:

This workflow will automatically generate tests that:

1. Create a new user
2. Retrieve the user by ID
3. Update the user’s information
4. Delete the user

The tests share data between steps (like the user ID) and verify expected responses at each stage.

⚡ Getting Started in Three Simple Steps

1️⃣ Generate tests with speakeasy configure tests
This will enable test generation in your configuration and create a .speakeasy/tests.arazzo.yaml file with default tests for all operations in your OpenAPI document.

2️⃣ Run tests locally or in CI/CD with speakeasy test
This will run all tests against a mock server, validating your SDK’s functionality without requiring a real backend.

3️⃣ View reports in the Speakeasy dashboard for insights.

Advanced Usage

Customizing Tests

You can customize tests by modifying the .speakeasy/tests.arazzo.yaml file. Some common customizations include:

• Grouping tests: Use x-speakeasy-test-group to organize tests into logical file groupings
• Target-specific tests: Use x-speakeasy-test-targets to generate tests only for specific language targets
• Disabling tests for operations: Add x-speakeasy-test: false in your OpenAPI spec for operations you don’t want to test

Testing Against Real APIs

SDK Tests can be configured to run against your actual API endpoints instead of mock servers:

• Configuring server URLs: Use x-speakeasy-test-server to specify real API endpoints
• Security credentials: Add x-speakeasy-test-security to authenticate with your API
• Environment variables: Use x-env syntax to inject environment variables into tests

GitHub Actions Integration

Run your tests automatically on every pull request with our out-of-the-box GitHub Actions workflow:

Getting Started

Ready to automate your API testing?

SDK Testing is available today. You can generate tests in TypeScript, Python, and Go today, with more languages coming soon. Sign up now  or check out our documentation  to learn more.