Tag: AI automation
Getting Started with OpenClaw: Build Trust Before You Build Agents
If I were building OpenClaw again today, I would not start with faster hardware or a newer model. I would start with one real problem, ChatGPT Plus, Docker, Git, and a system that earns trust slowly.
Click for more / Podcast Player>OpenClaw Had the Data. It Still Misread the System.
OpenClaw had accurate data, but its Solar Manager still raised the wrong status. Here is what that defect, a workspace reconstruction, and runtime model verification taught me about operational intelligence.
Click for more / Podcast Player>Safe Write Access: Why My AI Managers Had to Earn Permission
Giving an AI manager access to real systems is not one decision. It is a series of smaller decisions about scope, risk, validation, and trust. In my OpenClaw setup, write access had to be earned one step at a time. Before OpenClaw could change WordPress, patch a Home Assistant dashboard, repair operational state, or prepare anything for publishing, it had to prove that it could inspect, explain, dry-run, validate, report, and stop when the evidence was not clear.
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