DevOps and AI: Automation and Continuous Improvement

Introduction

AI can enhance DevOps practices by automating routine tasks, predicting issues, and optimizing deployment strategies.

AI-Enhanced DevOps Practices

1. Automated Testing

// AI-powered test generation
class AITestGenerator {
  async generateTests(code: string): Promise {
    const testCases = await this.aiModel.generateTestCases(code);
    const testCode = await this.aiModel.generateTestCode(testCases);
    
    return {
      testCases: testCases,
      testCode: testCode,
      coverage: testCases.coverage
    };
  }
}
            

Bibliography

• Kim, G., Humble, J., Debois, P., & Willis, J. (2016). "The DevOps Handbook"
• Allspaw, J., & Hammond, P. (2010). "Web Operations: Keeping the Data On Time"