Systems in the Outer Rim

Building infrastructure that operates like a well-tuned hyperdrive - fast, reliable, and self-correcting across parsecs.

Approach

I design infrastructure that eliminates operational overhead. The goal is simple: systems that observe, decide, and act without human intervention. Whether it's auto-scaling under load, patching vulnerabilities before they matter, or routing around failures before they impact users.

Vendor independence is a core principle. When you own the stack, you own the timeline. No waiting for cloud provider feature requests, no surprise bills, no lock-in. Build what you need, run it where you want.

The best infrastructure is invisible. It works, it scales, it heals. Nobody thinks about it because it never breaks.

Principles

  • Automate everything. If a human does it twice, it should be code. Manual work is a bug.
  • Own the stack. Depend on abstractions you control. Understand every layer.
  • Measure what matters. If you can't observe it, you can't fix it. Metrics drive decisions.
  • Write it down. Documentation forces clarity. If you can't explain it simply, you don't understand it.