“Claude downloaded every single model, every single tool we use, FFmpeg, all the Python scripts that it's using to do all the editing”
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Omar Santos · Security & GRC Decoded · The Agents Ran All Weekend. They Came Back With Zero Days. ft. Omar Santos, Distinguished Engineer, AI Security @ Cisco
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Expose traditional machine-learning models as callable tools for LLM agents, using Python scripts stored in the agent’s scripts folder
“Claude downloaded every single model, every single tool we use, FFmpeg, all the Python scripts that it's using to do all the editing”
“‘You have a hook… you can bring a Python script in your agent skill that will always be invoked if you want to do math.’”
“The agent has access to a tool for reading a file, another for searching the code base, another for running tests. Those tools are exposed to the model, along with information describing what they can do and how they can be used.”
“We build a lot of tooling just to mask all that data before it gets exposed to the agent”
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