Quality Assurance with AI: Testing Strategies and Automation

Introduction

AI can enhance quality assurance by generating tests, identifying defects, and automating testing processes.

AI-Enhanced Testing

// AI-powered test automation
class AITestAutomation {
  async generateTests(application: Application): Promise {
    const testCases = await this.aiModel.generateTestCases(application);
    const testScripts = await this.aiModel.generateTestScripts(testCases);
    const testData = await this.aiModel.generateTestData(testCases);
    
    return {
      testCases: testCases,
      testScripts: testScripts,
      testData: testData,
      coverage: testCases.coverage
    };
  }
}
            

Bibliography

• Crispin, L., & Gregory, J. (2009). "Agile Testing: A Practical Guide for Testers and Agile Teams"
• Hendrickson, E. (2013). "Explore It! Reduce Risk and Increase Confidence with Exploratory Testing"