Posts

All the articles I've posted.

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

  Updated: 13 Oct, 2026

  AI coding agents forget everything between sessions, can't see the Slack thread or ticket the work came from, and give no sign when they're stuck. I built Agent Workbench, work-mcp, and session-pet to deal with those three problems.

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

  2 May, 2026

  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

  8 Mar, 2026

  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.