We harden pipelines, clouds, and AI toolchains — and prove it live on this very site.
CI/CD hardening, secrets management, and vulnerability scanning built into every build.
AWS & Azure posture reviews with actionable remediation across IAM, network, and data.
Human-in-the-loop gates and tenant isolation for AI-assisted engineering. Researched in the wild.
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