[tezza]

Yeah, it needs a steady hand on the tiller. However throw together improvements of 70%, -15%, 95%, 99%, -7% across all the steps and overall you're way ahead.

SimonW's approach of having a suite of dynamic tools (agents) grind out the hallucinations is a big improvement.

In this case expressing the feeback validation and investing in the setup may help smooth these sharp edges.