AI

Introducing Priveil — a pragmatic tool for detecting and replacing PII in financial text. Not anonymisation. Not a silver bullet. But better than nothing.

Working through Lakera's Gandalf challenge level by level, and what each broken defence teaches you about how LLM guardrails actually fail.

Monstermash now ships an MCP server so you can encrypt and decrypt data without ever leaving your AI chat.