Posts

All the articles I've posted.

• Memory, Context, and a Pixel Dragon: Three Tools I Built to Live with AI Coding Agents

  Published:Jul 14, 2026 |  at 01:30 AM

  AI coding agents are stateless, blind to your real work context, and silent while they run. I built three small local-first tools — Agent Workbench, work-mcp, and Session Pet — to fix exactly that. Here is what they do and why you might want the same setup.

• Copy Fail, Containers, and Cornela: Detecting Shared-Kernel Risk

  Published:May 2, 2026 |  at 12:25 PM

  Understanding CVE-2026-31431, how page-cache corruption can become container escape risk, and how Cornela helps detect the kernel signals behind it.

• The "System Operator" Shift: Why AI Agents Won’t Replace Senior Engineers

  Published:Mar 8, 2026 |  at 08:16 AM

  AI has become the ultimate "sledgehammer" for boilerplate, but the "scalpel" of the Senior Architect is irreplaceable. This article explores the transition from code-worker to system operator and why deep technical mastery is the only way to command the next generation of AI agents.