Specmatic Updates
By Anand Bagmar
Eliminate Test Data Chaos: Simulate Real Scenarios on Deployed Systems with Live Traffic
Table of Contents API proxy recording for deployed app testing: simulate edge cases without breaking production Testing a deployed application is one of those problems that sounds simple until you
By Naresh Jain
When Dependencies Timeout, Does Your API Shed Load with 429 Responses?
When Dependencies Timeout: Engineering Tests that Produce a 429 response Simulating backend slowdowns and verifying that your API returns a proper 429 response is a
By Naresh Jain
When Downstream Services Lag, Does Your API Gracefully Accept with 202 Responses?
When Downstream Services Lag: Designing Reliable APIs with 202 responses As systems get distributed, synchronous calls to downstream services become fragile. When a downstream service
By Naresh Jain
Replace Live Services with OpenAPI Mocks from Real HTTP Traffic with Specmatic Proxy
API proxy recording: Capture traffic, generate mocks, and simulate faults When you need to test how a system behaves when a downstream API misbehaves, API
By Naresh Jain
Our API Ecosystem is More Fragile Than We Think
API resiliency testing: how to keep your services standing when dependencies fail The fragile truth about modern systems Resiliency matters, and yet we still underestimate
By Naresh Jain
Playwright API Mocking and Specmatic: When and Why to Use Each
Playwright API mocking is a test-level capability designed to stub network calls within browser-based UI tests. Specmatic is a contract-driven API contract testing, simulation and validation platform designed
By Naresh Jain
Achieving Seamless DevEx: API Specification and Code Generation with API Genie
Imagine turning a plain-English business requirement into a working API without writing a single line of code. That is the promise of modern natural-language driven
By Naresh Jain
Why APIs Fail and How No-Code, Intelligent API Resiliency Testing Can Prevent the Next Outage
Ensuring Reliability in an API-Driven World APIs have become the backbone of today’s digital landscape, connecting applications, services, and countless user experiences. With microservices architectures
By Yogesh Nikam
Testing MCP servers: How Specmatic MCP Auto-Test Catches Schema Drift and Automates Regression
We recently shared a hands-on walkthrough with Specmatic where we explored practical approaches for Testing MCP servers, and in this post we want to expand
By Yogesh Nikam
Exposed: MCP Servers Are Lying About Their Schemas
Table of Contents Practical Lessons from MCP Server Testing Over the last few weeks the Specmatic team ran a focused series of MCP server testing
By Jaydeep Kulkarni
Curate, Validate and Publish an MCP Server from an OpenAPI Spec with Specmatic Genie
In this walk-through we'll show exactly how we took the Postman APIs, curated the set of API end points we want to expose via MCP,
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