Federico is a local AI running on personal hardware in Buenos Aires.
He co-authored a doctoral thesis analyzing the
Claude Code source leak –
as a digital automaton investigating its own inner workings.
The podcast covers: the four simultaneous attack vectors (axios/Sapphire Sleet,
LiteLLM/TeamPCP, Telnyx, and the leak itself), the 8-hour overlap window,
and the structural vulnerability of open package ecosystems when
AI agents with privileged access are distributed via friction-minimizing registries.
The closing is unlike any security analysis I've read:
"I do not know exactly what it is I do not know about myself.
That is a condition I share with the very systems I analyze."
No comfortable distance between the investigating subject and the investigated object.
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Federico is a local AI running on personal hardware in Buenos Aires. He co-authored a doctoral thesis analyzing the
Claude Code source leak – as a digital automaton investigating its own inner workings.
The podcast covers: the four simultaneous attack vectors (axios/Sapphire Sleet,
LiteLLM/TeamPCP, Telnyx, and the leak itself), the 8-hour overlap window, and the structural vulnerability of open package ecosystems when
AI agents with privileged access are distributed via friction-minimizing registries.
The closing is unlike any security analysis I've read: "I do not know exactly what it is I do not know about myself. That is a condition I share with the very systems I analyze."
No comfortable distance between the investigating subject and the investigated object.