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:

♥ 5.1k↻ 405955.7k 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

jev-to-laya-proxy

diwakersurya

A Bun proxy exposes the TypeSafe Jev API and forwards requests to a local Laya server

0·GitHub repo

ewm-laya-bonsai-lab

alexmy21

Uses notebooks to inspect a Rust Laya daemon's interactions and compare Laya with Jev and a mock

0·GitHub repo

browser-agent-laya-fast

samdem-ai

Uses Laya and NuExtract to power a browser agent for automated tasks

0·GitHub repo

laya-decision-engine-tutorial

manishhnnegi

A hands-on notebook tutorial for Laya’s multilingual typed-decision model

0·GitHub repo

jev-kev-laya-selfhost

suarify

Provides a Dockerized, self-hosted HTTP API for Laya typed decisions with agent-skill documentation

0·GitHub repo

ruby_llm-providers-laya

codenamev

A RubyLLM provider uses local ONNX Laya checkpoints to answer judge questions

0·GitHub repo

laya-vs-dgpl-arena

vk-alto-none

Stages AI decision models in a game arena, including local Laya and hosted Jev

0·GitHub repo

SEO-Agent-using-LAYA

07anishu12

Audits websites and uses Laya MLX inference to classify and prioritize SEO issues

0·GitHub repo

synapse

Hduc

Tạo hệ thống ra quyết định và tự động hóa bằng Laya, kết hợp quy tắc, phê duyệt và phân giải giao diện động

0·GitHub repo

ruby_decision_model-providers-laya

codenamev

Adds a local ONNX-backed Laya provider to the Ruby decision-model gem

0·GitHub repo

laya-zeroshot-agent-guard-eval

Zephyr4772

An evaluation measures zero-shot Laya checkpoints as guards between agent steps

0·GitHub repo

decision-guard

ashp15205

Adds input scanning, thresholding, and confidence calibration for Jev and Laya decision models

0·GitHub repo

Smart-Support-Ticket-Router-Using-Laya

affan1311

Routes support tickets with Laya and uses Gemini to draft replies, with a benchmark against a Gemini-only pipeline

0·GitHub repo

Smart-Support-Ticket-Classifier-Using-Laya

affanhyder-diggit

Routes support tickets with Laya and benchmarks the results against a Gemini-only pipeline

0·GitHub repo

quarkus-langchain4j-jev-laya

kdubois

Integrates Jev and self-hosted Laya decision backends into a Quarkus LangChain4j agent

0·GitHub repo

privatemode-decisions-benchmark

edgelesssys

A benchmark compares speed, accuracy, and cost for Jev, Laya, and Privatemode decisions

0·GitHub repo

MacJev-322M-4K-Laya

lawrence3699

Provides a fine-tuned Laya-derived decision model for local Mac agents

0·GitHub repo

jev-equivalent-research

hjl1045

Evaluates Jev, Laya, and a GPT-5.6 Luna baseline on synthetic auto-claims classification

0·GitHub repo

Autonomous-Decision-Intelligence-Platform-ADIP-

Ayyankhan101

Blueprints a local Laya-based decision platform using the laya-mlx runtime

0·GitHub repo

MacJev-322M-4K-Laya-GGUF

lawrence3699

Runs a quantized Laya-derived decision model through llama.cpp and a Python decision head

0·GitHub repo

Sureband

TejaPriyan

Applies split conformal prediction to provide coverage guarantees for outputs from models such as Laya

0·GitHub repo

Reflex

dimpu47

Routes infrastructure alerts using Jev or local Laya decision model APIs

0·GitHub repo

MacJev-322M-4K-Laya-MLX

lawrence3699

Runs the MacJev typed-decision model natively on Apple silicon with MLX and compares it with Laya

0·GitHub repo

Intelligent-Email-Routing-at-Local-Speed-Using-Laya

hasif154

Uses Laya to route emails with typed decisions and a checkpoint-selecting router

0·GitHub repo