Jev Case Studies

Every case is reproduced end to end with runnable code: request body, response body and parameter-by-parameter analysis. Responses are labeled example fixtures.

Jev Case Study: Email Routing to Three Teams (Full Code)

A Jev 1.13 case study: route shared-inbox email to sales, billing or technical-support with one choice question, plus a confidence-based fallback rule.

Updated 2026-09-21

Jev Case Study: Invoice Approval Gate (Fallback Code)

A Jev 1.13 example: an invoice approval gate that auto-approves on a high-confidence yes judgment and falls back to human review when unsure.

Updated 2026-09-21

Jev Case Study: Scoring Product Q&A Answers (Full Code)

A Jev 1.13 case study: score seller-written product Q&A answers on a 1-10 scale before publishing, with request, example response and a curl command.

Updated 2026-09-21

Jev Case Study: RAG Chunk Reranking in Batch (Full Code)

A Jev 1.13 case study: rerank 8 retrieved RAG chunks by scoring each on a 1-10 relevance scale in a batch loop, with runnable Python code.

Updated 2026-09-21

Jev Case Study: Resume Fit Scoring vs a JD (Full Code)

A Jev 1.13 example: score how well a resume matches a job description on a 1-10 scale, with an auditable rationale. Full request and Python code.

Updated 2026-09-21

Jev Case Study: Multilingual Review Moderation (Full Code)

A Jev 1.13 case study: moderate marketplace reviews in any language with a judgment question plus a choice question for the violation category. Full code.

Updated 2026-09-21

Jev Case Study: Spam Comment Detection (Full Code)

A Jev 1.13 example: flag blog comment spam with one judgment question and a confidence score. Full request, example-fixture response and curl script.

Updated 2026-09-21

Jev Case Study: Support Ticket Triage (Full Code)

A Jev 1.13 case study: triage support tickets with a choice question, flag escalations with a judgment question, full reproducible code included.

Updated 2026-09-21