Worked examples of Nouli, the multi-turn decision harness. Each walkthrough builds decisions in separate sessions, blends them, and revisits the result when new evidence arrives. Outputs come from recorded runs with TypeSafe's Jev 1.14.0.
| walkthrough | what it shows | turns |
|---|---|---|
| Food recall response | Coordinate stock holds and customer outreach, then revise the plan when a customer reports downstream sales. | 09 |
| Robotic picking exceptions | A picking robot continues one session through a failed grasp, a double pick, and a torn bag, and uses probabilities to decide when to ask a remote operator. | 07 |
| Seed investment decision | Plan diligence and draft an investment committee recommendation for an applied-AI company, then revise it after customer reference calls. | 08 |
| Personal loan approval | Combine affordability and repayment reviews, then recheck the recommendation after corrected income verification. | 09 |
| Credit card limit increase | Combine payment capacity and account standing, then reconsider the limit after verified income changes. | 09 |
| Firewall vulnerability response | Combine exposure and service-continuity reviews, then add a confirmed compromise finding. | 08 |
| Energy conservation planning | Combine battery and flexible-load plans, try an unsaved alternative, and revise after corrected telemetry. | 09 |
Read a walkthrough as a worked example, or copy its commands into your terminal in order. Each one starts with a session prefix; change it before running the walkthrough again. Configure a provider first. Calls use your provider account and may cost money.
Your answers and probabilities may differ from the recorded ones. The loan and energy walkthroughs include incorrect model answers and show the calculations that expose them. A decision graph records history; it doesn't certify the answers. The commands produce recommendations only: they don't move a robot, approve credit, commit capital, send recall notices, patch equipment, or operate a battery.