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plan

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Step 1: Customer Input

Simply provide your application details to get started
plan
Requirement
Description
Application URLs
Frontend and backend endpoints
Authentication credentials
API keys, login details, etc.
Testing requirements
Specific scenarios you want covered
Our AI creates a completely customized testing plan in real-time—no templates or generic approaches.

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Step 2: Test Plans Auto Generation

TestSprite’s AI creates a detailed, customized testing plan with thoughtfully crafted test cases targeting specific scenarios for your product. Each test case includes a clear description explaining its purpose and rationale.
plan

Generated testing plan for Amazon S3 create_bucket API:
  1. Basic Bucket Creation
    • Create bucket with unique name and verify existence
  2. Name Validation
    • Test invalid names (special characters, spaces) and verify error responses
  3. Location Constraints
    • Create buckets in specific regions (us-east-1, eu-west-1)
  4. Access Control (ACL)
    • Test different ACL settings (private, public-read, authenticated-read)
  5. Versioning
    • Create bucket with versioning enabled and verify configuration
  6. …

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Step 3: User Review & Confirmation

Before proceeding, users can review the automatically generated test plans. This step allows you to manually adjust, add, or remove specific tests and ensure the generated plans align with your testing goals.
plan

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Step 4: Test Code Auto Generation (Implementation)

Based on the test plan from Step 2, here’s an example of the actual Python test code that TestSprite’s AI automatically creates
plan
1

AI Code Generation

TestSprite’s AI converts your approved test plan into production-ready code
2

Cloud Compilation

Code is automatically uploaded and compiled in our secure cloud environment
3

Smart Auto-Fixing

AI resolves compilation issues and applies self-patching for optimal accuracy
Zero coding required! Our AI delivers the highest accuracy among all Testing Autopilot tools through intelligent self-patching.
Expandable Sample Test Code
import unittest
import boto3
from botocore.exceptions import ClientError

class TestCreateBucketAPI(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        # Initialize the S3 client
        cls.s3_client = boto3.client('s3')

    def test_basic_bucket_creation(self):
        bucket_name = 'test-bucket-basic'

        try:
            # Test creating a new S3 bucket
            self.s3_client.create_bucket(Bucket=bucket_name)
        except ClientError as e:
            self.fail(f"Error creating basic bucket: {e}")

        # Verify that the bucket exists
        response = self.s3_client.list_buckets()
        buckets = [bucket['Name'] for bucket in response['Buckets']]
        self.assertIn(bucket_name, buckets)

    def test_invalid_bucket_name(self):
        invalid_bucket_names = ['bucket with spaces', 'bucket_with_special_characters!']

        for bucket_name in invalid_bucket_names:
            with self.subTest(bucket_name=bucket_name):
                with self.assertRaises(ClientError) as context:
                    # Test creating a bucket with an invalid name
                    self.s3_client.create_bucket(Bucket=bucket_name)

                self.assertEqual(context.exception.response['Error']['Code'], 'InvalidBucketName')

    # And the other test cases ...

if __name__ == '__main__':
    unittest.main()

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Step 5: Test Execution

TestSprite automatically executes the generated test cases in our cloud environment, closely monitoring the results to promptly detect any issues.
plan

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Step 6: Review and Adjust

TestSprite’s AI automatically analyzes test failures, identifies root causes, and provides actionable recommendations for quick resolution. Chat with AI using plain English to modify tests—zero coding required, instant regeneration, and complete control over your test scenarios.
Pro tip: Edit test prompts anytime to regenerate cases with different scenarios - no coding required!
plan
Available tools:
Tool
Description
VS Code plugin
Direct console adjustments
AI chat assistant
Questions and modifications
Prompt editing
Regenerate test cases

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Step 7: Final Testing Report

TestSprite generates a comprehensive report covering
plan
Section
Description
Test results
Pass/fail status for each case
Improvement areas
Actionable recommendations
Security findings
Vulnerabilities and fixes
Team sharing
Export and collaborate easily