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[ MLOps • CLOUD NATIVE • COMMUNITY ]
MLOps·CLOUD NATIVE·DEVELOPER EXPERIENCE
Platform Advocate at vCluster and CNCF Ambassador, working at the intersection of cloud native platforms, open source, and developer experience.
I help teams and communities understand how and why modern platforms are built, with a strong focus on Kubernetes, multi-tenancy, developer workflows, and platform engineering. My work combines hands-on demos, real-world architecture, and clear storytelling to turn complex systems into practical, usable knowledge.
Featured Writing
DevOps·Feb 11, 2026·5 MIN READ
Beyond CVE Fatigue: Why I’m Going All-In on Docker Hardened Images
Over 90% of apps rely on open source, making container images a massive attack surface. Discover how Docker Hardened Images (DHI) eliminate vulnerability noise and secure your supply chain.
EXTERNAL·2024-08-01·1 MIN READ
How to SSH into a Docker container
Secure SSH access to Docker containers using Tailscale (Tailscale).(tailscale.com)
EXTERNAL·2024-06-15·1 MIN READ
Automating Kubernetes Cleanup in CI Workflows
Best practices for automating Kubernetes resource cleanup in CI pipelines (CloudNativeNow).(cloudnativenow.com)
EXTERNAL·2024-05-01·1 MIN READ
Building Robust CI/CD Systems on Cloudy Bare Metal
Designing reliable CI/CD on bare metal with cloud-like workflows (Equinix).(deploy.equinix.com)
Life·Feb 08, 2021·4 MIN READ
How to Increase Your Luck Surface Area
Luck Surface Area is the amount of unexpected opportunities you experience. Learn how Doing real work and Telling others about it can multiply your career opportunities.