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