Thank you for considering supporting my open source work. I focus on building deterministic, secure and observable AI infrastructure. My work includes the GuardSuite platform, VectorScan and ComputeScan scanners, and the ShieldCraft AI reference architecture.

I care about creating tools that help teams build safer and more predictable systems. A lot of my work focuses on Terraform plan analysis, RAG security, GPU cost governance, AWS-native MLOps and policy based automation. Everything I build is designed to be practical, production ready and grounded in real engineering needs.

Your support helps me continue improving these tools and contributing to the growing ecosystem of AI infrastructure and governance. I appreciate every contribution, large or small, and I remain committed to publishing high quality, well tested and useful work for the community.