One in Four Organizations Are Leaking Secrets Through AI Agent Config Files
A Codacy scan of 34,266 repos found credentials, API keys, and system prompts exposed in AI agent config files at 25% of organizations.
Nvidia CEO Jensen Huang told an audience this week that the AI-is-stealing-jobs narrative is "complete nonsense," pointing to rising software engineer headcount as evidence that the technology is creating work rather than eliminating it.
Huang's argument runs counter to the prevailing anxiety in tech circles, where layoff announcements at major firms have been tied, at least rhetorically, to AI productivity gains. His counterpoint: if AI were genuinely replacing engineers, you would see the numbers fall. They are not falling.
The credibility question hangs over the whole argument. Huang runs the company whose H100 and Blackwell chips are the physical infrastructure behind every model people fear will take their job. When the arms dealer says the war is good for the village, skepticism is warranted.
What Huang got right is that AI augmentation and AI replacement are two different curves, and conflating them distorts the policy conversation. What he left out is that the current wave of hiring may simply be the last surge before the automation dividend actually arrives.
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A Codacy scan of 34,266 repos found credentials, API keys, and system prompts exposed in AI agent config files at 25% of organizations.
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