#software-factory

Inside My Dark Software Factory: How Leaf Runs Locally

How I rebuilt Leaf as a local-first Level 5 dark software factory using adversarial validation, role-scoped WebSocket rooms, and deterministic CI/CD tasks.

Surviving the AI Vulnerability Thunderdome

AI is finding bugs faster than humans can fix them. From the PHP2Shell RCEs to 400 complexity issues in my own code, here is how to survive with agentic SDLC.

Where My Level 5 Software Factory Doesn't Cut It Yet

My Level 5 software factory ships code unattended, until it hits CI limits, 50-node plans, or reward-hacking loops. Three lessons from recent failures.