Self-Healing Infrastructure with Automated Remediation Workflows

Develop a self-healing infrastructure framework that automatically detects and resolves common system failures without human intervention. Design a solution that uses machine learning to classify failure types, implements automated recovery strategies, and provides comprehensive post-incident reporting. Include detailed workflow showing detection, diagnosis, and remediation processes.