Related Practices / Discussions

Library of 43 field-tested Jev question patterns with templates, thresholds and failure modes, plus 10 anti-patterns; CC0, EN/ZH.

AIPersona Academy's curated catalog of Jev applications, libraries, cookbooks, patterns and articles, in English and Chinese.

CC0 list of Jev demos ranked by likes and reach, plus repos, Jev 1.13 limits, cost figures and API examples.

Jev project list where each entry links to the line of code calling Jev, plus an independent 2,390-question test of vendor claims.

Curated list of the open System One ecosystem: open models, independent benchmarks, calibration and constrained-decoding tools.

Auto-updated table of 28 System One decision models, hosted and open, with maker, approach, size, licence and Jev API support.

Library of 389 papers, projects and documents on Jev's foundations, trustworthiness and security uses, with a daily papers feed.

Source-reviewed catalog of 228 Jev projects with 50+ stars, organized by what you want to build and pointing to the parts worth studying.

Curated, source-backed list of 155 Jev projects that favours public code, concrete usage, stated limits and reproducible evidence.

Curated awesome list and site of Jev / System One ecosystem projects, with a nightly radar workflow that finds new ones.

Source-backed directory of 185+ Jev projects whose pull-request submissions are reviewed by Jev itself via a reusable Action.

Verified community catalogue of hundreds of open-source Jev projects, each entry naming the concrete decision Jev makes.

Datawhale's Chinese Jev course: notebooks on the three primitives, translated recipes, evaluation and local Laya fine-tuning.

Browsable directory of 50 runnable Jev judge evals and 1,300+ community builds, also served to agents via MCP and llms.txt.

Bilingual tracker of the Jev ecosystem with evidence-graded entries, rescanned every few hours, plus an API access guide.

Field guide site on decision models built from two Jev projects: a code, decision model, LLM, human cascade from ELI5 to engineering.

Curated list of open-source projects that provably call Jev, verified by locating the actual line of code, with an automated pipeline.

Bilingual catalogue of public Jev examples indexed by the decision each makes, with cited call sites re-read by CI weekly.

Companion code for a hands-on book on building decision engines with hosted Jev and open-source Kev, with two capstone projects.

Bilingual, source-audited awesome list of Jev/System One resources, community projects, papers, robotics and social discovery.

Korean tutorial: 13 notebooks and a sample app attaching Jev to DeepAgents for tool choice, guardrails and risky-action gates.

Curated list of 138 independent tests of how Jev's answers shift with wording, order, repetition or injection, and of its calibration.

Curated list of papers on the security, robustness and safety of Jev and RLCD decision models, from attacks to deployment.

Evidence survey of Jev-style decision models: what the probabilities mean, when to act on them, where they fail, what open models release.

Curated awesome list of Jev resources, open reproductions, integrations and playbooks, each link traced to its source post.

Repository titled System One Models and Jev, with no README available to describe its contents.

A list of projects that use TypeSafe's Jev.

arXiv paper surveying 2,170 public Jev GitHub projects to map ecosystem growth, application domains and decision-use patterns.

Unaffiliated directory of Jev plugins and tools ranked by stars, with a tutorial and a Laya vs Jev vs Kev comparison.

Official TypeSafe cookbook showing how to judge retrieved passages with Jev before passing them to an answering model.