Reasoning, Tools, and Agents
Execute a real local deterministic state machine, not an LLM. Watch each observation change the next step, including fallback, arithmetic verification, and simulated approval-controlled writes. No external system is contacted.
Approved (simulated)
Experiments: (1) step through a read-only business calculation; (2) inject missing, stale, or incorrect observations; (3) select inventory adjustment and try approval on/off. Some failure scenarios affect only the relevant task. Change any control to start a fresh run.
| # | State | Actor | Operation | Observed result | Next state |
|---|
A check validates arithmetic or a readback against local records, not the truth of real-world source data. “Approved” is a teaching toggle, not authenticated human authorization. Timeout outcomes are inspected by readback, never blindly retried.