The Laya project directory

Everything the world is building on Laya.

Laya turns any text into typed decisions in milliseconds, on your own machine. Here is what it does, and 1048 projects people built with it.

Input text

“Hi, we were billed twice for March. Please refund the duplicate today or we will cancel our plan.”

laya-mlx · 146 input tokens · 0 output tokens

Which team should handle this ticket?

choice
✓ billing98%
technical1%
sales1%

How urgent is this?

score
not urgent4%
soon15%
✓ blocking81%

Does the customer threaten to cancel or leave?

yes / no
✓ yes84%
no16%

Decided in 30.7 ms · 3 typed answers · one forward pass

Real outputs from Laya, not a mock-up. Run it yourself →

Projects
1048
New this week
1048
Platforms
18

Seen on X this month

All demos →

laya-mlx plays Snake at 60 decisions per second on an M3 Max

介绍比Jev快50倍,在你设备上跑的laya-mlx! 只在你的设备上占用最高1G内存 Laya是一个开源的类似于Jev的,基于文本输出概率的分类系统 我将其移植到MLX,并且做了一些性能优化! 视频中就是这个模型在我的本地M3Max上玩贪吃蛇 这个模型能够以每秒决策60次的速度玩贪吃蛇!

♥ 14.1k↻ 1.2k4.2M viewsView on X
Project: laya-mlx→

Jev decision layer routes tasks and recovers from tool failures

jev + opus 5.5... i simply can't comprehend why everyone isn't building this yet. in my workflow, this cut costs and time by ~80%. i think it's one of the best ways to use it. → pick relevant project notes before loading the context → route suitable tasks to a faster worker → choose a recovery path when a tool fails → run focused checks before the full test suite opus handles the hard reasoning. jev picks from options the harness prepares and validates. i explain how to build the decision layer in the article below:

♥ 4.9k↻ 385922.5k viewsView on X

A profile tells the story of Laya creator Nandakishor M

He comes from a small village in Kasaragod, Kerala. In 2016, he was selected for IISER Mohali but couldn't afford to make the move. He eventually studied engineering at Government College of Engineering, Kannur. Last week he released Laya, an open-source AI model that challenged TypeSafe’s Jev on speed and on published decision-making scores. This is the story of Nandakishor M and how he built Laya.

♥ 975↻ 12032k viewsView on X

laya-mlx-jev-compat

matt-starburst

Serves a local MLX Laya model through a Jev-compatible HTTP endpoint

0·GitHub repo

laya-vs-llm-benchmark

Shray15

Benchmarks Laya against a local LLM for selecting MCP tools

0·GitHub repo

pol2-laya-studio

shentonyan

A local interactive playground visualizes and evaluates typed decisions from Laya models

0·GitHub repo

vej

ppmpreetham

Reimplements Jev and Laya from scratch in Rust to study their core principles

0·GitHub repo

e2e-ui-test-laya

spencerlepine

A local browser-use agent uses Laya through MLX to choose actions and verify task completion

0·GitHub repo

system-one

arhamj

Serves Laya typed decisions from Apple silicon over a private Tailscale endpoint

0·GitHub repo

ai-update-radar-lab

starhunt

Tests Laya-based project relevance decisions and compares results with saved Jev evaluations

0·GitHub repo

jev-router

drycool

Provides a multi-tier routing gateway for RAG and agent workflows with an optional Laya classifier

0·GitHub repo

EmotionCat

kmu9842

A desktop Bongo Cat uses local Laya inference to change expressions based on typed text

0·GitHub repo

doom-ai-overlord

JohGirard

Runs Laya as a local decision model for autonomous Doom gameplay through ViZDoom

0·GitHub repo

Jev

Caho1

A research repository documents Laya fine-tuning, evaluation, local inference and browser automation experiments

0·GitHub repo

sagaz-cli

eddraz

A Python CLI and SDK for running Laya’s typed decision models locally

0·GitHub repo

Tuantuan

JunbiaoXue

Provides a native macOS desktop companion that uses local Laya decisions to choose behavior

0·GitHub repo

trust-router

NotoriousPOG

Compares rules, BERT, and Laya for shadow-mode AI security routing

0·GitHub repo

jev-frontend-lab

dante01yoon

Six frontend demos compare Jev and local Laya decision pipelines with optional LLM refinement

0·GitHub repo

featherbench2

ed-is-ai

Benchmarks language models and typed-decision models on custom tasks and agentic decision sequences

0·GitHub repo

jev-like-model-playground

LiuWei997

A notebook template runs lightweight System 1 models, including Laya, locally on Apple Silicon with MLX

0·GitHub repo

Knowledge-Decider

TaewoooPark

An interactive artwork uses a local Laya model to select books across three rounds

0·GitHub repo

yks-bench

UgurcanAkkok

Benchmarks local Laya checkpoints and hosted Jev on Turkish university entrance exam questions

0·GitHub repo

PacmanLocalJev

raboija

Runs local Laya decisions in a Windows Pac-Man-inspired game with live probabilities and benchmarks

0·GitHub repo

opencode-system-1-router

jonasneustock

An OpenCode plugin routes tasks to cloud models with Jev or local Laya and routes subagents independently

0·GitHub repo

etri-voice-control

prajazz66

Controls a computer by voice using local speech recognition, UI perception, and Laya-based element grounding

0·GitHub repo

jev-demo

nadeem4

A demo site compares Jev and Laya playing games and includes benchmarks and agent experiments

0·GitHub repo

ooda

FuturePresentLabs

Provides a Rust client and type system for Jev and Laya-compatible decision APIs

0·GitHub repo