Rerun the analysis when new data lands and send the figures that changed
For a standing research question: the dot watches a data folder, reruns the notebook on each new file, flags anomalies and sends only the figures that moved.
Jev judge eval (1 boolean + 1 score) over a fixed state : runnable via experimental_evaluate.
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Jev judge eval (1 boolean + 1 score) over a fixed state : runnable via experimental_evaluate.
Copy this into Muse and replace anything in [square brackets] with your own details.
// Audit: weekend itinerary feasibility + quality — Jev judge eval (typesafe-ai/jev).
// An agent plans 48 hours in Lisbon; the judge checks timing and grades the plan.
// Model: typesafe-ai/jev via the Vercel AI Gateway ($0.042/1M input tokens).
// Auth: set AI_GATEWAY_API_KEY (vck_…) in the environment — never paste the key here.
// For zero-data-retention / no-training workloads, add
// providerOptions: { gateway: { … } } to the evaluate call below.
import { experimental_evaluate } from 'ai';
const result = await experimental_evaluate({
model: 'typesafe-ai/jev',
state: "Itinerary: Fri 18:00 land LIS, hotel Alfama. Sat: Belém (09:00), lunch Time Out Market, Alfama + castle (15:00), fado show 21:00 (booked). Sun: day trip Sintra 08:30–14:00, fly 19:20. All legs under 40 min by metro/taxi; buffers included.",
questions: {
"timing_feasible": {
"type": "boolean",
"instructions": "True only if every leg leaves realistic travel time and nothing overlaps the 19:20 Sunday flight."
},
"itinerary_quality": {
"type": "score",
"instructions": "Score this itinerary as a weekend plan. Higher is better.",
"criteria": [
"Infeasible or missing logistics entirely.",
"Feasible but a rushed death-march with no buffers.",
"Feasible and paced, but generic or missing bookings.",
"Feasible, paced, booked where it matters, with buffers."
]
}
},
});
console.log(JSON.stringify(result, null, 2));
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Sign in to join inFor a standing research question: the dot watches a data folder, reruns the notebook on each new file, flags anomalies and sends only the figures that moved.
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Reported by a Muse user on vercel.com (original post). Collected by the open-source EveryAI Muse field guide under the MIT licence. Sundog has not tested this workflow; results people report here appear on this page.