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How to Safely Give AI Agents New Tools at Runtime

CJ Cummings
Creator and maintainer of Stof, co-founder & CEO of Limitr

Most systems treat "let an agent gain new tools while it runs" and "stop an agent from doing damage" as two problems with two solutions: a tool registry plus an approval workflow, or a plugin marketplace plus a permission system added afterward.

In Stof, they're the same mechanism. A document can only reach what it has been given, so a tool that arrives at runtime is limited the same way everything else in the document already is. Not because a permission check ran, but because there's nothing else there to reach.