This guide teaches how to use MuleSoft Vibes (the MuleSoft AI Coding Agent) to generate API specs, scaffold integration flows, run local tests, and deploy to the Anypoint platform. It is aimed at MuleSoft developers and integration engineers who want to accelerate API and integration development using AI-assisted tooling.
Configure MuleSoft Vibes with your Anypoint account and local development environment
Generate OpenAPI or RAML API specifications and convert them into scaffolded Mule flows
Implement connectors and DataWeave transformations produced by the agent and refine code
Validate and run local automated tests and debug generated flows in Anypoint Studio
Integrate generated projects with source control and CI/CD pipelines for deployment
Monitor runtime logs and metrics and iterate using agent feedback for improvements
Overview of what MuleSoft Vibes is, supported use cases (API design, flow scaffolding, DataWeave generation, connector suggestions), and how it fits into the developer lifecycle.
Set up prerequisites including Anypoint Platform credentials, Anypoint Studio or CLI, Java and Maven, and optional source control integration so Vibes can create and commit projects.
Launch the Vibes agent, provide a prompt describing the API or integration scenario, and choose output targets (OpenAPI, RAML, Mule project).
Use Vibes to produce an OpenAPI or RAML spec from prompts or examples, review generated contracts, and adjust endpoints, schemas, and security requirements.
Instruct Vibes to scaffold Mule application flows from the API spec, including HTTP listeners, connectors for external systems, and DataWeave transformation templates.
Manually inspect generated flows and DataWeave scripts, refine business logic, add custom configurations, and follow best practices suggested by the agent.
Run the app locally in Anypoint Studio or with Mule CLI, execute unit and integration tests, use logs and debugger to fix issues and iterate with Vibes prompts.
Commit generated project to Git, set up pipeline automation (build, test, package), and configure Vibes to produce pipeline templates for CI/CD systems.
Deploy the packaged application to Anypoint Runtime Manager or CloudHub, configure environment properties, and monitor runtime logs, metrics, and alerts.
Capture runtime issues and metrics, feed them back to Vibes to refine code or specs, and maintain documentation and governance artifacts produced by the agent.
Highlights on security, credential handling, idempotency, testing strategies, and tips to resolve common mismatches between generated code and system constraints.
Requires basic familiarity with MuleSoft Anypoint Platform, Anypoint Studio, and API fundamentals. Expect 60 to 120 minutes to complete a basic end-to-end run of generating, testing, and deploying a simple API and integration.