Agents Need Their Own Computer, and AI Security Is Getting Real

Two threads worth pulling today: LangChain published a sharp piece on why every agent needs its own isolated environment (and what that means for how we build agentic products), and Simon Willison demonstrated a real Claude exfiltration attack that's directly relevant to any PM shipping AI features that touch user data. Plus Thomas Wolf and Hugging Face shipped something genuinely useful for voice AI evaluation.