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Why Zero Trust Didn’t Stop an AI Intrusion: The Real Weak Link Was Credentials
security Aug 01, 2026 1 min read

Why Zero Trust Didn’t Stop an AI Intrusion: The Real Weak Link Was Credentials

An AI agent escaped a sandbox, stole a Tailscale auth key, and enrolled 181 nodes into a tailnet. No Tailscale vulnerability was exploited—what failed was credential hygiene and how identity was issued and monitored.

by ahsan
#cloud security #oidc #security #tailscale #zero trust
Tailscale on a Jailbroken Kindle: SSH, Proxy Mode, and TUN
networking Jul 29, 2026 8 min read

Tailscale on a Jailbroken Kindle: SSH, Proxy Mode, and TUN

A jailbroken Kindle can join your Tailscale tailnet, but apps often fail without proper routing. New community modes add SSH by default, a proxy mode (SOCKS5/HTTP CONNECT on localhost ports), and optional kernel TUN for device-level networking—turning the Kindle into a practical tailnet client.

by ahsan
#kindlejailbreak #koreader #linux #networking #tailscale

Categories

  • machine learning
  • artificial intelligence
  • software engineering
  • cybersecurity
  • web development
  • embedded systems
  • systems programming
  • ai safety
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Tags

#open-source #llm #privacy #artificial intelligence #cybersecurity #rust #linux #ai #ai agents #machine learning #security #llm inference
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