Incident Response

• Balancing Automation and Human Oversight in Cloud-Native Incident Response
• Real-world pitfalls of automating production rollbacks: patterns, trade-offs, and what teams miss
• Pattern-driven incident response: building playbooks that actually work in cloud-native environments