The wrong shortcut
Agent products get risky when they jump straight from proposed intent to real execution. That shortcut looks impressive in a demo, but it hides the exact step where trust should be earned.
What simulation buys you
Simulation gives the product a pause point:
- inspect intent shape,
- compare expected impact,
- evaluate policy,
- and decide whether approval is needed before anything touches a real connector.
Why this matters
Simulation is not just a safety flourish. It is the layer that makes the rest of the workflow reviewable by engineers, operators, and eventually users.
Portfolio signal
When I talk about agents publicly now, I want the system boundary to be visible: propose, simulate, evaluate, approve, execute.