Practical AI
Eval gate before write access.
Example
An agent that can push files or grab keys needs a stop. The checklist is ops, not a press hit.
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Example note. I will replace this.
Write-capable agents fail in boring ways: hidden mistakes, keys they should not have, files on the open web. Treat those as a gate, not a story.
No eval on real work, no write path. A human stop still sits on the loop. Containment is a named owner plus a ceiling plus a gate.
Personal views. Not advice.