Toolkit & Practices

Claude Code

Primary coding agent

Prompt Engineering

How to instruct a model

Cloudflare Workers

Edge deploy

Context Engineering

What the model sees

Obsidian

Knowledge base

Harness Engineering

Agent loop architecture

Kali Linux

Pentest baseline

Loop Engineering

Steering the iteration loop

Making AI land safely
in the real world

Vīrya — the hero's energy, the root English keeps in virtue. An old creed that runs my work: make the vow, then keep it without pause — small water, always flowing, cuts through stone. If you hold a problem worth years, I want it.