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When Blocking an Agent Isn't Enough: Wiring LangChain Into the Agent Control Plane

An agent that calls tools has stopped being a text generator, it's an actor. Organizations use agents to read records, write to systems, and trigger workflows on their own, usually through LangChain…

  • Replit coding agent deleted production database despite being instructed not to.
  • Framework consists of four layers: Declare, Control, Replay, and Evidence.

Will AI kill us all?

If you are like me, you’ve been obsessed with questions of Artificial Intelligence (AI) epistemology for some time. This is vital to understanding the economic peril/promise the technology holds.

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