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How to Safely Give AI Agents New Tools at Runtime

CJ Cummings
Co-founder & CEO, Limitr

Most systems treat "let an agent gain new tools at runtime" and "stop an agent from doing damage" as two separate problems, solved by two separate systems — a tool registry plus an approval workflow, a plugin marketplace plus a permission system bolted on afterward. In Stof, they're the same mechanism. A document can only touch what it's explicitly been handed, so a tool arriving at runtime is automatically constrained 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.