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 choice) over a fixed state : runnable via experimental_evaluate.
Community-reported results. Success rates appear after 10 approved reports. Copies are deduplicated per visitor each day. Starter workflows have not been independently tested.
Jev judge eval (1 boolean + 1 choice) over a fixed state : runnable via experimental_evaluate.
Copy this into Muse and replace anything in [square brackets] with your own details.
// Triage: crash report routing + reproducibility — Jev judge eval (typesafe-ai/jev).
// A crash report with steps and logs; the judge routes it and checks reproducibility.
// 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: "Report: app crashes on export when the board exceeds 500 cards. Steps: 1) open Big Board (612 cards), 2) Export → CSV, 3) crash at ~80%. Logs attached, crash ID 7f2a. Repro: 3/3 attempts on iOS 17.2 and 17.3.",
questions: {
"owner": {
"type": "choice",
"instructions": "Which team should own this crash report?",
"criteria": {
"mobile": "Client-side crash in the app itself.",
"backend": "Server or API failure behind the symptom.",
"data": "Data corruption or migration issue.",
"docs": "Not a bug — documentation or usage question."
}
},
"reproducible": {
"type": "boolean",
"instructions": "True only if the report includes concrete steps plus evidence of repeated reproduction (counts, versions, or logs)."
}
},
});
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.