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:

♥ 5.2k↻ 415981.2k 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.

♥ 986↻ 12332.5k viewsView on X

fly-brain-agent

shenjie002

Drives a browser-based fruit-fly simulation with Laya decisions and spiking-neuron dynamics

0·GitHub repo

Verdict

TobyNoSkillSon

Keeps local System One models, including Laya, ready for coding-agent classification and scoring

0·GitHub repo

sparky-reflex

Applied-AI-Solutions-hub

Routes desktop app messages locally with the Laya decision model through a Windows service

0·GitHub repo

d3code-calibration

gkastanis

Compares Jev and open-weights Laya probability calibration against human ratings

0·GitHub repo

leanroute

kdandu001-arch

Provides a Laya-powered decision SDK and gateway for blocking attacks and routing LLM requests

0·GitHub repo

ClearanceAI

PSivaMallikarjun

Automates QA planning and test workflows with Laya confidence scoring and human approval checkpoints

0·GitHub repo

system-one-model-finetuning

omkarghugarkar007

Provides a measured recipe for fine-tuning System One models such as Laya and Jev

0·GitHub repo

jev-context-rot

casperkwok

Reproduces an experiment comparing context sensitivity in Jev, Laya and Decider models

0·GitHub repo

laya

airen3339

A Python package and model router for multilingual typed decisions in a single forward pass

0·GitHub repo

laya

wenli03

Provides multilingual typed-decision checkpoints and a router for single-pass inference

0·GitHub repo

Laya

jersonboydmilan

Provides a multilingual typed-decision engine with checkpoint routing and Python interfaces

0·GitHub repo

laya

Shawny-W

Provides multilingual typed-decision scripts using Laya checkpoints and automatic language routing

0·GitHub repo

laya

HydriaOne

Serves Laya routing predictions in Docker and includes an offline scenario inspector

0·GitHub repo

Laya

samyakb32-sys

Routes requests to prompt-configured task sub-agents using the Laya model on CPU

0·GitHub repo

layaAgent

vishalmysore

Runs a browser-based agent that uses Laya for routine decisions and WebLLM when needed

0·GitHub repo

LayaService

wj1313677

Serves the Laya decision model through a local REST API using MLX on Apple Silicon

0·GitHub repo

LayaOnAWS

goodbyedavid

Deploys a Laya inference server on Amazon ECS with GPU capacity in an AWS account

0·GitHub repo

LayaVoiceCommand

stefanus-ai-tech

Recognizes Indonesian voice commands by transcribing audio and classifying commands with Laya

0·GitHub repo

classifier-laya

josecruset

A local browser interface for testing Laya-MLX typed-decision models on Apple Silicon

0·GitHub repo

jev-vs-laya

Cognition-Forge

Compares Jev and Laya variants across typed-decision tasks

0·GitHub repo

laya-murdle

reycardo

Parses Murdle puzzles with Laya and solves their clues using a constraint solver

0·GitHub repo

layagrep

marksomething

Searches files and stdin by asking Laya whether each line matches a natural-language description

0·GitHub repo

layajev

metalagman

A Go server runs Laya locally behind a Jev-compatible decision API

0·GitHub repo

laya_demo

bigcoke1

Demonstrates Laya typed decisions in an inbox triage workflow

0·GitHub repo