Agentic AI Notebook
Tool Calling & Function Calling
Phase 7Module 8 of 15

Tool Permissions

A clever prompt is not an access-control list. The model will try refund if it can see the tool.

Badge access to rooms. The intern's badge does not open the vault.

Visual Workflows

Start here — scroll inside each diagram frame to explore, then use + / to zoom up to 200% if needed.

Overview

100%
Loading diagram...

Scroll inside the frame to explore · use + / − to zoom up to 200%

100%
Loading diagram...

Scroll inside the frame to explore · use + / − to zoom up to 200%

Call attempt

100%
Loading diagram...

Scroll inside the frame to explore · use + / − to zoom up to 200%

Model asked. Runtime still decides.

Key Takeaways

  • 1.Permissions decide who may run which tool — not the model. Read vs write vs irreversible (refund, delete, email)
  • 2.Check permission in the runtime even if the model asked. Human-in-the-loop for high-impact writes.
  • 3.Scopes on each tool. Filter the registry per user.
  • 4.Re-check at execution. Irreversible actions need HITL.
  • 5.Never trust the model as the only gate.

Learn elsewhere

  • Tool Validation
  • Security — Phase 20

Real Example

Scenario

Support intern can lookup_order. Only leads can refund. The model emits refund; runtime returns a permission error, not a chargeback.

What you would do

In Tool Calling & Function Calling, apply Tool Permissions to this scenario: Support intern can lookup_order. Identify the inputs, run the technique, validate the output, and note one thing you would monitor in production.

Commands

Commands to Remember

  • Runtime is the gate
  • Read vs write vs irreversible
  • HITL for blast radius
  • Log denials

Cheat Sheet

Quick recap

quick ref
  • ACL, not a prompt
  • Check at execute
  • HITL for writes
  • Hide tools you deny

Common Mistakes

  • Hiding a tool in the prompt but leaving the handler open
  • No HITL on refunds
  • Same tool list for admin and intern