self-healing-ai-api-tests.md

id	self-healing-ai-api-tests
title	Self-Healing API Tests
sidebar_label	Self-Heal API Tests
description	Automatically update failing API test cases using Keploy AI.
tags	API testing test automation AI testing self-healing flaky test repair
keywords	fix failing tests heal test cases keploy ai testing

import ProductTier from '@site/src/components/ProductTier';

Keploy can automatically fix failing test cases using its built-in AI engine. This is useful when:

• Your API responses have changed slightly (e.g. new fields, formats)
• Assertion mismatches are minor
• You want to fix many tests without editing them one-by-one

🔧 How to Use Self-Healing

1. Go to the Test Report

   • Navigate to the test report where failures are listed.

2. Click on a Failed Test

   • Open the specific failing test case you'd like to fix.

3. Click "Fix with AI"

   • This will trigger Keploy AI to update the assertions based on the current API response.

4. (Optional) Add Context

   • You can provide hints or expectations to help the AI fix it more precisely.

5. (Optional) Bulk Fix

   • From the Test Suites page, select multiple suites and click "Fix with AI" to heal them all in one go.

6. Wait for AI to Heal

   • The process may take a few seconds to complete.

7. Find Updated Tests

   • Revisit the Test Suites page to view the newly healed tests.

✅ Best Practices

• Use AI healing after any significant backend changes.
• Review the updated assertions to ensure correctness.
• Combine healing with test deduplication to keep your suite clean.