Bash, Incident Response, Threat Hunting, Kubernetes, Scripting, vulnerability validation, AI-assisted coding workflows, cloud environments, SIEM platforms, detection engineering, Security Architecture, cloud-native security monitoring, Zero Trust principles, threat modelling, secure system design, CI CD platforms, remediation processes, IAM secrets management, developer productivity tools, security analysis tools, EDR tools