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.
A post trending on Reddit's r/artificial forum confirms Nvidia has signed another full-stack AI infrastructure deal, anchoring a gigawatt-scale AI factory in South Korea — enough power capacity to run a city of several hundred thousand people, now dedicated exclusively to model training and inference.
The deal follows the same blueprint Nvidia has been executing globally: sell not just chips, but the networking fabric, cooling systems, power distribution, and software stack as a turnkey national asset. Countries are buying it because sovereign AI capacity has become a matter of industrial policy, and Nvidia is currently the only company that can deliver the complete package at scale.
South Korea joins Saudi Arabia, France, Japan, and other nations that have committed to Nvidia-built national AI infrastructure in recent months. The pattern has turned Jensen Huang's chip company into something closer to a strategic infrastructure contractor — one whose client list reads like a UN roster and whose margins reflect a monopoly on urgency.
When the only viable path to gigawatt-class AI compute runs through one company, that stops being a supply chain question and becomes a geopolitical one.
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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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