Writing and notes
Thoughts on software engineering, cybersecurity, and shipping resilient systems.
OpenClaw and the shift to agentic workflows
How customized agent sets and broad skill libraries turned AI use from chats into coordinated workflows.
Developing software with AI chat: a practical loop
How I structure prompts, checkpoints, and reviews to ship faster without losing control.
Vibe coding, upgraded: multi‑agent flow with OpenClaw
What changed when I split one assistant into specialized agents with clear responsibilities.
A practical cybersecurity baseline for growing teams
Simple controls that reduce risk without slowing delivery.
