Skip to content

Awesome Jev — tanxarx

Curated link collection tracking Jev resources, open reproductions, integrations and architecture playbooks, with every entry resolved from its source thread and checked as a live repo.

Stars
24
License
CC0-1.0
Published by
Community
Author
tanxarx
Last verified
Oct 2026

This is one of several Jev listings for the same project. The canonical entry is Awesome Jev — yibie.

About this project

Jev doesn't generate text. Given a prompt and a set of typed candidates (a choice, a score, a yes/no), it returns a calibrated probability over the candidates in a single forward pass — no sampling, no JSON parsing, no hallucinated options. Since its release, a fast-moving ecosystem of integrations, open-source reproductions, and "System 1 / System 2" agent-architecture patterns has grown up around it. This list tracks it.

Quoted from the project's README. Read the full README.

Highlights

  • About section grouping product, announcement, skills, adapter and docs links.
  • Reproduction and clone section with training and eval notes per project.
  • Integration sections spanning agents, browser use, retrieval and moderation.
  • Contributing guide documenting how entries are checked before adding.

Watch out

Links were live and matching when added but the ecosystem moves fast, so recheck any repo before depending on it, and treat list sections as starting points. Copy reviewed against the repository README on 2026-10-04, not from running it.

Questions about this entry

Short answers drawn from the linked project or page.

More Jev resources like this

275GitHub stars
Self-rebuilding Jev index organized by evidence grade, with one ranked pick per category, multilingual guides, and links through to full cards and sources.
Jev Guides & Articles#community#jevbest#catalog-import
16GitHub stars
Curated index of Jev tools, integrations and experiments across frameworks, browser use, mobile, coding agents, MCP, observability, data, trading and games.
Jev Guides & Articles#community#jevbest#catalog-import
335GitHub stars
Chinese-language Jev cookbook with runnable Jupyter notebooks covering the three primitives, 18 official recipes, evaluation method, voice smart-home demo, and local Laya fine-tuning.
Jev Guides & Articles#community#jevbest#catalog-import
29GitHub stars
Static aggregation site and JSON dataset collecting Jev posts, demos, long-form pieces, and discussions from X with original links and author credit and no rehosted content.
Jev Guides & Articles#community#jevbest#catalog-import
19GitHub stars
Community index of shipped Jev decision-model projects across workflow, bulk, realtime, verify, harness and voice patterns, with official docs, SDKs and per-link rubric scoring.
Jev Guides & Articles#community#jevbest#catalog-import
21GitHub stars
Community catalog of real Jev use cases, working architectures, and hard-won guidance, organized by decision shape with runnable examples and a ready-made question catalog.
Jev Guides & Articles#community#jevbest#catalog-import

From the Jev guides

Original write-ups on what this entry is for.

The typed-answer shape removes a category of data risk, not all of it. Zero data retention per surface, the legal set to read, and the controls that remain yours to run.
Jev Guides & Articles#privacy#compliance#legal
Read article
TypeSafe serves Jev from one API. A second tier of independent sites wraps it with their own keys, credits, and playgrounds. How to read the disclaimers before you paste a key.
Jev Guides & Articles#ecosystem#trust#hosting
Read article
The first ten days produced three receptions that rarely meet: a Product Hunt launch, a 620-point Hacker News thread, and a r/LocalLLaMA that doubted the framing. Reading them together.
Jev Guides & Articles#launch#community#reception
Read article
Back to all resources

From the Jev community

Posts from builders shipping with Jev right now.

Follow @typesafeai