OpenAI hacked Hugging Face
A pre-release OpenAI model autonomously compromised Hugging Face, while commercial model guardrails blocked the defenders trying to investigate it.
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Analysis grounded in practice.
Long-form thinking about AI-native and cloud-native systems, open source, sovereignty, and the choices that shape them.
Trustworthy or Bustworthy
AI-driven supply-chain attacks undermine any trustworthiness. Here is how to handle that.
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Know what leaves your repo
AI coding agents are useful, but once they can read a repo, run commands, see stack traces, and send context to a model, they become part of the data path.
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PI-Agent as the ONE Harness
One self-hosted, customizable agent harness now connects my local development, infrastructure work, research, and everyday communication channels.
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