Vulnerability Management, Software Development, Cloud Technologies, Cyber Security, Platforms for deploying and managing security agents or AI models, Exploit generation, Code fix remediation, AI-powered security tools for automated vulnerability detection, Code analysis and remediation workflows

Model Context Protocol (MCP), Python, Observability frameworks, State management and granular tracing, OAuth-based authentication, Building high-performance evaluation pipelines

Google Cloud Platform, Shell Scripting, Pulumi, Python Scripting, Terraform, Google Analytics, Azure, AWS, Cloud Build, Google Kubernetes Engine, AI Technologies, Google Cloud Deployment Manager, Google Cloud KCC