16. AI-Powered DevOps

AI enhances DevOps: automate pipeline creation, detect anomalies, predict incidents.

(Spoiler: AI predicting your production incidents before they happen is both amazing and terrifying. It's like having a fortune teller for your infra. 🔮)

AI in CI/CD

  • GitHub Copilot for CLI: Generate shell commands from natural language
  • AI-generated workflows: ChatGPT/Claude to create GitHub Actions YAML
  • Test generation: AI creates tests to improve coverage

AI in Monitoring (AIOps)

  • Datadog Watchdog: Auto-detect anomalies, correlate issues
  • New Relic AI: Incident intelligence, root cause analysis
  • Splunk AI: Predictive analytics for log data