CloudAutomation
Automation Needs Operational Guardrails, Not Just Scripting
A local note on building cloud automation that is safe to run repeatedly, easy to reason about, and respectful of operational boundaries.
Essays & field notes
Writing to make useful experience easier to share.
Practical perspectives on cloud operations and applied AI, alongside first-person resources for navigating a complex immigration path.
Notes on this site
Original essays, published here first.
- AISystems Design
Provider Boundaries Make AI Workflows Easier to Change
A local note on why explicit provider seams, deterministic artifacts, and bounded failure handling matter more than a single model choice.
Published work
Five external articles, published on RTInsights and Medium.
- AIRTInsights
The Role of Generative AI in Enhancing Cloud Operations: Real Use Cases
A practical look at how generative AI can improve diagnosis, automation, and decision-making in cloud operations.
- CloudRTInsights
Optimizing Cloud Resource Management with Automated Cleanup Scripts in OCI
Patterns for controlling cloud sprawl with safe, automated cleanup workflows in Oracle Cloud Infrastructure.
- CloudMedium
Cost Analysis and Reporting in Oracle Cloud Infrastructure
A guide to understanding usage, reporting on spend, and building better cost visibility in OCI.
- ImmigrationMedium
From F-1 to H-1B to EB-1A: How I Secured a Green Card Without an RFE
A first-person account of navigating the U.S. immigration process and building an EB-1A petition.
- ImmigrationMedium
EB-1A Green Card and O-1 Visa Guide: Free Resources and Community Support
A curated starting point for people researching extraordinary-ability petitions and peer support.