A FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe AI@typesafeaiOFFICIALTypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can useExplore this project ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
TypeSafe AI@typesafeaiOFFICIALTypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyoneExplore this project ↗Four official signals. A fresh starting point on each visit.
49 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Choice, Score, and Noul: the three question types and what they return.
docs.typesafe.aiSTATE → DECISION → CODEExplore this project ↗Source-linked curation
Introduction, primitives, patterns, cookbooks, HTTP API, and SDK references.
docs.typesafe.aiSTATE → DECISION → CODEExplore this project ↗Source-linked curation
Known failure modes of the current public model, documented by TypeSafe.
docs.typesafe.aiSTATE → DECISION → CODEExplore this project ↗Source-linked curation
Reproducible recipes: parallel questions, reranking, guardrails, citation checks, extraction, hierarchical classification.
docs.typesafe.aiSTATE → DECISION → CODEExplore this project ↗Source-linked curation
Shortest path from an API key to a typed decision.
Source-linked curation
Speculative fan-out, confidence-gated routing, composite scoring, and intent routing.
docs.typesafe.aiSTATE → DECISION → CODEExplore this project ↗Source-linked curation
Official interactive demo of speculative fan-out: many questions in one call, code keeps the relevant answers.
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Request and response contract for POST /v1/systemone.
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Official TypeSafe reference: Introduction.
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Official TypeSafe reference: Self-consistency: choices.
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Official TypeSafe reference: Confidence-gated routing.
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Official TypeSafe reference: API reference.
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Official TypeSafe reference: Legal.
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Official TypeSafe reference: JavaScript SDK.
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Official TypeSafe reference: SDE cascade.
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Official TypeSafe reference: Guardrails for LLMs.
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Official TypeSafe reference: Self-consistency: nouls.
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Official TypeSafe reference: Autoresearch feature discovery.
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Official TypeSafe reference: Score.
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Official TypeSafe reference: Noul.
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Official TypeSafe reference: Line-by-line search.
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Official TypeSafe reference: Hierarchical classification.
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Official TypeSafe reference: Pre-parsed value extraction.
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Official TypeSafe reference: Changelog.
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Official TypeSafe reference: Demos.
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Official TypeSafe reference: Advanced: structure.
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Official TypeSafe reference: Classification using confidence.
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Official TypeSafe reference: How to build with TypeSafe.
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Official TypeSafe reference: TypeSafe Python SDK.
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Official TypeSafe reference: Structure recovery.
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Official TypeSafe reference: State.
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Official TypeSafe reference: Choice.
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Official TypeSafe reference: Re-ranking.
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Official TypeSafe reference: Agent skill.
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Official TypeSafe reference: Usage.
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Official TypeSafe reference: System One.
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Official TypeSafe reference: Client SDKs.
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Official TypeSafe reference: Function calling.
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Official TypeSafe reference: Speculative fan-out.
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Official TypeSafe reference: Classifying RAG passages.
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Official TypeSafe reference: Knowledge graph entity alignment.
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Official TypeSafe reference: Confidence.
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Official TypeSafe reference: Date extraction.
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Official TypeSafe reference: Composite scoring.
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Official TypeSafe reference: Intent routing.
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Official TypeSafe reference: Double-checking citations.
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Official TypeSafe reference: API reference.
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Official TypeSafe reference: Example use cases.
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Official TypeSafe reference: AI primer.
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