Position Papers and Essays

• July 4, 2026
  Vibe Coding Readiness Testing: A Zero-Trust Checklist for Agent-Generated Code

  Before you trust AI-generated software, run the six-point readiness test for isolating, auditing, and governing agentic code and its cloud spend.

• June 5, 2026
  The "No Entrance" Barrier: Realities of Local LLM Hardware

  Analyzing the cost and compute barriers to running local LLMs like Meta Llama 4 Scout. Why the $5,000 hardware entry price creates a 'No Entrance' sign for most businesses.

• May 29, 2026
  GenAI at Network Edge: An Opportunity for IaaS Businesses

  Why the convergence of GenAI and Edge computing creates a high-margin niche for IaaS providers willing to cross the air-gap moat.

• May 26, 2026
  The Provable Edge Manifesto: Reclaiming Sovereignty in the Age of AI

  A foundational call for hardware sovereignty and localized AI clusters, connecting 35 years of enterprise IT history to the future of the Edge.