AI helps you deliver code fast. WireMock AI gets you to production-ready.

It’s never been easier to write code - but somehow, it’s never been harder to release high quality software. AI-generated code is frequently inaccurate or brittle; blocked dependencies prevent adequate testing and verification before code reaches production.

WireMock AI is where AI code meets software quality.

Ask agents to generate API simulations with full codebase context.
Validate and improve LLM code in simulated environments.
Accelerate AI-assisted and AI-led software development.
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"Love the fact that we're able to deliver new API simulations in minutes from a single prompt. Will have a big impact on overall code quality."

Helping everyone ship better code

AI agents

Write and test code in simulated environments for shorter feedback loops to  generate correct and robust integration code that’s ready for production.

Enterprise developers

Integrate WireMock into current-generation AI coding agents, enabling autonomous creation of simulated environments. Learn more →

AI and MCP builders

Decouple their AI-related code from the API integrations it depends on to deliver faster. Learn more →

Impact

WireMock Cloud accelerates and de-risks your AI adoption by improving code quality

Capabilities that improve your AI ecosystem

Your AI code, actually useable

Decouple code from API dependencies to reduce room for error

If your codebase depends on internal or external APIs that don’t exist yet, are unstable, or are poorly documented, your agents will struggle to deliver working solutions.

WireMock Cloud enables both developers and AI agents to simulate existing APIs or prototype future ones, so that every human or robot delivers code that’s according to spec and can easily understand why something’s going wrong.

Test faster and earlier so you don’t vibe-commit bugs to production

With AI-generated code, skipping tests is calling for trouble. However, dev teams struggle to maintain comprehensive E2E testing in integration-heavy environments.

WireMock Cloud lets you run realistic and continuous tests at every stage. Inject latency, errors, or degraded behavior into simulated APIs, allowing agents to harden code automatically against failure scenarios.

Let agents check their own homework with shorter feedback loops

When an AI agent delivers working code on the first try, it’s magic. But when the agent starts going wrong, trying to convince it to course correct can be incredibly frustrating.

WireMock Cloud lets the agent iterate with context, and without API dependency limitations, while sending feedback based on simulated traffic to improve the generated code.

AI-enabled capabilities in WireMock Cloud

Give any human or robot the power to simulate any environment

Whether it’s a human or an AI writing the code, the WireMock MCP integration makes it super-easy to spin up new API simulations with the full context of your codebase.

Prompt your AI-powered IDE to simulate dependencies in your code.

Vibe-prototype a new service with mock endpoints by describing it.

Record traffic or use AI to create realistic synthetic responses.