• DEPLOY
  • VERIFY
  • REPORT
  • HUMAN

How to automate API deployment testing with your AI

Connect Assertible to your agent once. From then on, your AI handles the heavy lifting of pushing code and checking the results.

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Short answer

How can I automate API deployment testing with my AI?

You tell your AI to trigger a deployment and then immediately run your test suites. It uses Assertible to verify that the new API version is stable and hasn't broken existing endpoints. You'll see the results of the tests right in your chat interface.

The deployment outcomes.

Where your testing results land.

Once the connection is live, your AI manages the lifecycle of a deployment and its validation.

DEPLOY

Instant version pushes

The AI triggers a new deployment for your service. You don't have to jump into a CI/CD dashboard to start the process.

VERIFY

Automated test runs

The AI runs your existing test suites against the new version. It checks every endpoint to ensure the update is safe.

REPORT

Immediate status updates

You get a clear breakdown of which tests passed or failed. The AI summarizes the health of the new API version for you.

HUMAN

Manual intervention

If a test fails, the AI stops and alerts you. You decide whether to roll back the deployment or push a fix.

The workflow

What your AI does when the deployment command arrives.

The AI moves from deployment to verification without you needing to switch tools.

  1. Trigger the push

    Your AI initiates the deployment process for the specific service you're working on.

    create_deployment

  2. Run the tests

    As soon as the service is live, the AI kicks off your Assertible test suites.

    run_service_tests

  3. Check results

    The AI monitors the test execution to see if the new version meets your stability requirements.

    run_service_tests

  4. Report status

    The AI provides a summary of the deployment and the test outcomes directly in your chat.

    run_service_tests

Try it

Copy these to start.

Use these prompts to kick off your first automated test run.

Starting points

These are starting points. Replace the service names and test suite IDs with your actual data.

Assertible Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_j2b1fGA9QZp77KBXLw34HQRPgprjB0X3YhgDhJPG/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Assertible capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "assertible-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_j2b1fGA9QZp77KBXLw34HQRPgprjB0X3YhgDhJPG/mcp"
    }
  }
}
Copy into chat04

  • Deploy the 'auth-service' and run its test suite immediately.

  • Trigger a new deployment for the 'payment-gateway' and tell me if the tests pass.

  • Run the Assertible tests for the 'user-api' after you finish the deployment.

  • Deploy the 'inventory-api' and let me know if any tests fail.

  • Claude
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  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Assertible once, then ask.

Just click the link to connect your account. Your credentials stay encrypted and secure, and you can start testing immediately.

Connect Assertible to your AI

FAQ

How the testing automation behaves

  • 01

    Can the AI roll back a deployment if tests fail?

    No. The AI can trigger a new deployment or report a failure, but you must manually decide to roll back.

  • 02

    Does the AI create new tests for me?

    No. The AI can only run the test suites that already exist in your Assertible account.

  • 03

    Can I run tests on a specific endpoint?

    Yes, as long as those tests are part of the service test suites you have configured in Assertible.

  • 04

    Will the AI delete my deployment history?

    No. The AI only triggers actions; it does not have the capability to delete your deployment or test logs.

  • 05

    How does the AI know when the deployment is finished?

    The AI waits for the deployment to complete before it triggers the test suite execution.

  • More questions about Assertible? See everything the Assertible Connector can do

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