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Shift-left API Integration

Auto-fix integration drift before integration

Specmatic turns API specifications into executable contracts, continuously verifying that every change made by AI coding agents and engineers stays true to the desired behaviour. Ship AI-ready APIs 10x faster, from intent to implementation, with Spec-Driven API Development.

Trusted By

One Platform.
Every Stage of the API Lifecycle.

Design and validate your API specification, build and test against it and govern continuously, all on one platform, all from the same executable contract.
01

Design

Scribe

02

Validate

Skeptic

03

Test Visually

Studio

04

Test & Automate

Core

05

Govern

Insights

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The agent harness

Genie

works across every stage

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  • 01
    Design
  • 02
    Validate
  • 03
    Test Visually
  • 04
    TEST & AUTOMATE
  • 05
    Govern
01 DESIGN

Scribe

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Turn business requirements into Executable Intent.
Transform natural language into API specifications with behavioural examples. Design, simulate and validate APIs in an AI-powered sandbox before coding. Automatically enforce standards, reuse schemas and check backward compatibility as your APIs evolve.
For architects and product managers
Explore Scribe
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02 VALIDATE

Skeptic

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The API Linter That Challenges Your Specifications Before Your Code Does.
Go beyond syntax validation to catch semantic contradictions, invalid examples and design flaws that break execution. Enforce organisational standards, detect backward-incompatible changes and assess API specification maturity to continuously improve quality.
For API and platform teams
Explore Skeptic
skeptic
03 TEST VISUALLY

Studio

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The Visual Workspace for API Testing, Mocking and Validation.
Visually explore API specifications, generate examples, run contract and workflow tests, and create realistic mocks without writing code. Detect implementation drift, generate specs from live traffic, measure coverage, test resiliency with fault injection and validate backward compatibility.
For engineers
Explore Studio
studio
04 TEST & AUTOMATE

Core

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The CLI & Programattic Engine for Continuous API Verification
Turn API specifications into executable contracts. Automate contract and workflow testing, mocking, resiliency checks and backward compatibility. Detect integration drift early with language-agnostic, deterministic verification, from local development to CI/CD pipelines.
For engineers and CI/CD
Explore Core
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05 Govern

Insights

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The Continuous Governance Control Plane for Your API Ecosystem.
Gain a unified view of API specifications, services, consumers and dependencies. Track contract test coverage, mock usage, specification quality and maturity. Identify integration risks, enforce governance targets and continuously optimise API health across teams.
For tech leadership and platform teams
Explore Insights
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06 · The agent harness

Genie

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The Agent Harness for Reliable API Development.
Equip AI coding agents with Guides that prevent mistakes and Sensors that detect drift through deterministic verification. Connected via skills and MCP, Genie enables autonomous correction, reduces inference costs and keeps engineers in control when human judgement is needed.
For AI coding agents and engineers
Explore Genie
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Built to Work With Industry Standards

Specification

arazzo
avro
asyncapi
graphql
openapi
wsdl
protobuf

Protocols

activemq
awseventbridge
amazonsqs
amazonsns
grpc
mailer
jdbc
jmsproto
kafka
mcpspec
mqtt
gpubsub
rabbit
redis
rest
soap
websocket

Why Choose Specmatic

Specmatic makes API specifications executable, so integration problems surface during build, before integration

Accelerated Delivery & Efficiency

Reduce API development cycles by up to 75%, improve flow efficiency by 40%.
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Zero Integration Drift & Predictable Releases

Eliminate ~25% of contract mismatch bugs, shift-left fault injection and backward compatibility checks and embed Integration drift detection in your CI pipelines.
zero api

Team Autonomy & Parallel Delivery

Enable API providers and consumers to build against the same contract independently, without waiting on each other's implementation. Enhance DevEx and improve Collaboration
team autonomy

Resilient APIs continuously governed at Scale

Aggregates contract testing and mocking results across CI pipelines, visualises service dependencies, and surfaces Spec coverage and adoption gaps.
resi api
From the first time I saw Specmatic, I was sold on the idea of generating tests and mocking out dependencies based on API specifications. Testing everything end to end is impossible, and writing contract tests by hand is too slow to be practical. By automating contract testing from specifications, Specmatic supports a sensible test strategy. That becomes even more important with the rise of agentic AI: the specifications become the basis for generating code, and Specmatic’s contract tests become critically important guardrails.
elisabeth

Elisabeth Hendrickson

Co-author of Signals and Levers

One of the biggest wins is eliminating broken integrations and late surprises during downstream testing. What’s particularly impressive is how Specmatic can mock APIs, execute contract tests, and automate verification without needing to spin up full environments. That efficiency is a significant uplift for engineering teams.
andrew

Andrew Ihnat

Engineering Manager, Commonwealth Bank

Specmatic makes contracts executable enabling early enforcement of compatibility. It significantly lowers the cost and risk of API changes. The visual interface is a force multiplier, enabling teams to work confidently across a wide range of specification standards and protocols. It enables architectures, designers and developers to explore APIs early, reducing API design and integration issues. At enterprise scale, specification-driven testing with Specmatic isn’t just a quality improvement, it accelerates API delivery providing tangible business impact.
dave

Dave Thomas

Chairman, Bedarra Corp

Specmatic is awesome. I’ve used it in a domain-driven lean architecture manner to govern compliance between consumers and producers. The API specification is always the source of truth for the API, and Specmatic keeps things compliant in the verify phase, so parties don’t surprise each other too often. And that ain’t all it does…
mike

Mike Holdsworth

Platform Architect, Prudential Services Asia

As Principal Quality Engineer in CBA Central Quality Engineering Modernisation team, I led the end-to-end rollout of our contract testing capability, including evaluation and pilot across 20+ squads. after detailed assessment with 20+ squads. The results were quite good delivering real confidence in integrations and faster feedback loops, so we selected Specmatic as the best fit for our needs.
pavithra

Pavithra Navaneethakrishnan

Principal Quality Engineer, Commonwealth Bank

Specmatic is addressing some real problems in an interesting way. The big idea here is that we use shared specifications for the contracts… I’m usually a bit wary of auto-generated tests, but in this case, given that you have a clear specification of your contracts defined in software, validating adherence to those contracts is a significantly simpler task than general functional testing and so this all seems completely amenable to the use of automation. This approach looks really intriguing to me.
dave farley

Dave Farley

Co-author, “Continuous Delivery”

After months of deep conversations and pilot programs with several business units, the architecture group, and engineering leadership, we selected Specmatic as our solution. We have successfully launched Specmatic group-wide, empowering engineering teams to streamline contract testing and proactively manage issues without the need for exhaustive test data or test environments, and importantly, without regressing on every small API/Service change.”
syed asim

Syed Asim Kazmi

Technical Product Owner (DevSecOps), Commonwealth Bank

Specmatic significantly reduces setup and maintenance effort for contract testing. Most teams today already use Swagger / OpenAPI specifications to document their APIs. Specmatic leverages the same OpenAPI specification and turns it into an executable contract… This eliminates the need for consumers to manually define interactions, as required in Pact. One of the biggest operational advantages of Specmatic is that it does not require a Pact Broker. Specmatic made the journey to contract testing simpler for us. Teams can adopt contract testing almost instantly.
santhosh

Santhosh Balasubramanian

Lead Consultant, Thoughtworks

Having spent over 16 years leading industry-wide API standardization initiatives, I understand the critical importance of API contract compliance. Specmatic enables contract-first development by automatically validating implementations against OpenAPI and AsyncAPI specifications, significantly accelerating development while ensuring specification fidelity.
pierre

Pierre Gauthier

CEO & Founder, OSSWave

Specmatic has been a blessing in various ways. It helped us really shift left and achieve stable test environments by isolating dependencies through intelligent stubbing based on contracts. I am seeing teams get a lot of value with this approach - 80+% of the complexity is solved.
anand

Anand Bagmar

Quality Evangelist, Consultant, Solution Architect

Tried Specmatic recently, and it’s a real gamechanger for contract-driven development. No more broken integrations or late surprises in downstream testing. The tool validates producer and consumer contracts early, using your API specs as the single source of truth. It’s been impressive to see how it mocks APIs, tests contracts, and automates verification without spinning up full environments. Definitely worth a look if you’re into API-first design, microservices, and continuous delivery.
shaju

Shaju Thomas

Crew Tech Lead, Commonwealth Bank

Tools like Specmatic help us enormously - they help us build executable deliverables out of contracts. Specmatic allows me to test my producer against the contract that I have published, and consumers can rely on the same contract with stubs.
nitin

Nitin Supekar

Founder, Intentyx

Use Specmatic if you need to agree with another team about your shared expectations of the API. It’s a well documented tool and it’s straightforward to add to your build.
emily

Emily Bache

Technical Coach, Bache Consulting

Recently attended a 3-day deep dive workshop on Specmatic, exploring how contract-driven development can transform the way teams design, test, and collaborate around APIs… When the API contract becomes the single source of truth, much of the testing, mocking, and workflow validation can be automated, enabling stronger shift-left quality engineering and faster feedback loops. Excited to apply these learnings to strengthen API reliability, collaboration, and engineering productivity.
sangeetha

Sangeetha Gopalakrishnan

Engineering Leader, Bankwest

Specmatic supports Contract Driven Development / testing with a no-code approach using API specifications. The test tools concept seems to be rooted on good foundations.
pramod

Pramod Yadav

Test Engineering Manager, ABN AMRO

It’s an awesome tool! I’m a big fan of Specmatic and how it tackles contract testing because I’m a big fan of using the standard OpenAPI specification.
markus

Markus Oberlehner

Senior DevEx Engineer, Storyblok

Our earlier attempts made use of Postman mocks, but we soon realised that solves a slightly different problem. We saw some holes in the tool chain that we Specmatic has covered for us.
shivakumar

Shivakumar Ramagopal

Group Engineering Manager, AJIO

I tried Specmatic with my claude-flow swarm and it does wonders for ensuring massive parallelisation by allowing me as orchestrator to own the specs while handing over execution and code ownership to my team.
nikhil

Nikhil Vallishayee

Founder/Builder, PatternSpace

See Specmatic in action

Every capability starts from the specification you already have

Point Specmatic at an OpenAPI, AsyncAPI, gRPC, GraphQL or WSDL file. Tests, mocks and compatibility checks come from that one executable contract, with no test code to write.

No-code

Specmatic reads your API specification and generates the tests and mocks from it. Every capability works without writing test code, for people and for AI agents.
no code

Language and platform agnostic

Specmatic works at the API level, so it fits any programming language, framework or platform your services use.
lang plat

API resilience testing

Check boundary conditions in your implementation, such as invalid values and slow dependencies, without writing a line of test code.
api resilent

Import your APIs

Start from a Postman collection, or record traffic with the Specmatic proxy, and get an API specification to test against.
import api

Live proxy mode

Stub selected endpoints and pass every other request through to the real service, so you can test one change against a live system.
live proxy

Multiple protocols

HTTP, Kafka, gRPC, GraphQL, SNS/SQS, SOAP, ActiveMQ, Redis, database mocks and more, all checked against the same kind of executable contract.
multi protocols

Built into your CI pipelines

When an API specification changes, Specmatic triggers the provider and consumer builds, so a breaking change fails before it merges.
built ci

Database stubbing

Isolate a service from its database with JDBC and Redis stubs, so tests do not depend on shared test data.
db stubbing

Autonomous AI coding agents

An agent plugin with skills, MCP and the CLI gives coding agents the guides and sensors they need to stay aligned with your intent.
auto ai

Capture API specifications

No specification yet? Record real traffic between two services and turn it into an API specification.
capt api

API coverage reports

See where your specification and implementation disagree: endpoints that were specified but never built, and ones that exist but were never specified.
api cov rep

AI-generated examples

Generate realistic examples for your tests with an LLM, then validate them against the specification before they are used.
ai report

Sharing Ideas. Shaping the Future of APIs.

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Restoring Trust in AI-Native Development

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Break the API Test Data Bottleneck: Real Scenarios on Real Systems

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When Linting Shrugs: Dynamic Checks for API Specs

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Backward Compatibility by Default: Keeping API Consumer Trust Intact

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Get started with Specmatic

Design, validate, test and govern every API from the same executable contract, so specs, code and tests never drift apart.