A new wave of device code phishing shows how threat actors are scaling account compromise using AI and end‑to‑end automation.

Structured references use table columns instead of cell coordinates, making formulas easier to read, update, and trust.

Excel is my database, Python is my brain.

OpenClaw's Node for VS Code extension proved it can support a real local file-based workflow, but on Windows the experience still feels more like early infrastructure than finished tooling.