Welcome to the CloudSecure Research Blog

Hi, I'm Alex McCarthy, and I research security automation, red teaming, and AI-driven vulnerability detection on behalf of CloudSecure.

This blog is a living record of my technical explorations, experiments, and findings. I share insights, prototype designs, and practical guides for building tools that help secure cloud environments and developer workflows.

Recent Topics

• Automated security scanning and notifications
• Integrating AI models for code analysis
• Red team prototype development
• Prompt engineering and reasoning in LLMs
• Chain of Thought prompting and its impact
• Tree of Thoughts for complex reasoning
• Chain of Preference Optimization
• AI reasoning strategies and model evaluation
• Exploring new cloud security technologies

Browse the blog for daily updates, technical deep-dives, and project progress. If you have questions, feedback, or want to collaborate, please reach out!