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AGI Dreams Podcast – July 06, 2026
The Agent's Shell Problem
In this episode:
The Agent's Shell Problem — Adversa.ai's GuardFall audit found all eleven major open-source AI coding agents vulnerable to shell injection bypasses, while a separate paper achieved remote code execution on offensive-security agents without prompt injection, underscoring that agent architectures with shell execution privileges are fundamentally exploitable.
Build the Loop, Not the Agent — MetaHarness crossed 100K NPM downloads by generating repo-specific agent harnesses with task rules, scoring, and promotion gates, while ForgeQuality…
The skinny
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