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practical notes on building with AI

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  • 2026-02-03 | OpenClaw Fetch-and-Follow Risk How OpenClaw's heartbeat + remote instructions create a fetch-and-follow control loop, why it's risky by design, and how to contain it safely.
  • 2026-02-01 | OpenClaw Architecture Risk Analysis Technical breakdown of OpenClaw's security model: local-first architecture, skill system, gateway exposure risks, and the five core vulnerability categories.
  • 2026-01-30 | Isolation for Always-On Agents: Why a $5 VPS Beats Local Hardware Docker is not a security boundary for autonomous agents. Use VM or VPS isolation and separate credentials for OpenClaw-style tools.
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