Infra / SDKs / Integrations

Japanese first-steps project calling Jev from the TypeScript SDK with Bun, including Noul, parallel and multi-type examples.

Collection of 22 latency-focused Jev demo apps built by Devin, from shell guards and log sentinels to search and voice turn-taking.

Zero-dependency single-page Jev classifier demo showing request JSON, probabilities, confidence, latency and token usage.

Agent skill that grills a plan as a design-tree interview, using Jev for typed judgments along the way.

Small Next.js app to paste a state, build noul, choice and score questions, and inspect Jev's typed answers and distributions.

Browser console to configure Noul, Choice and Score questions, test them live on Jev and export Python, JS or cURL code.

Chinese-language tutorial repo with six runnable Python demos and four notes on Jev primitives, with offline mock mode and live samples.

Local markdown mirror of TypeSafe's docs with a Rust BM25 and knowledge-graph search tool, Lume.

Experimental language where questions and methods are composable values, with a Rust runtime that speaks /v1/systemone and replays runs.

Symfony AI platform bridge for TypeSafe, letting PHP Symfony apps call System One models like Jev.

Small public demo repository for TypeSafe's Jev, shared on X; its README contains only a one-line description.

Archived Jev-compatible HTTP server for Laya, superseded by upstream laya[serve]; includes a migration table.

Rust daemon and CLI that pulls open decision models like Laya and serves them locally behind a TypeSafe-compatible /v1/systemone.

Featherless AI server that turns compatible open Hugging Face models into a /v1/systemone classifier by reading next-token logits.

Native vLLM serving for Jev-style decision models on Linux and Apple Silicon, including image and video questions for Valen.

Proxy that distils a repeated Jev classification task into a local model on the fly and answers most requests itself once it agrees.

Native C++ (llama.cpp-based) CPU inference for Dohnuts and other small decision models behind a /v1/systemone server.

Self-hostable inference server for open decision models implementing the TypeSafe /v1/systemone API, one Docker image per engine.

Self-hosted open Jev implementation: SDK and System One API for choice, boolean and score on pinned open models across many runtimes.

Python library for one-line judgment calls (likely, classify, rate) returning YES, NO or UNSURE, built for Jev and other small models.

Self-hosted drop-in replacement for Jev's System One API, powered by the 400M-parameter GLiFormer model.

Rust engine that answers noul, choice and score from any LLM in one prefill via logprobs, wire-compatible with /v1/systemone and MCP.

Open 0.8B and 2B Qwen3.5 decision models with a local systemone-compatible server, MCP tools, agent skills and a Claude Code guard.

Single-binary local cache that memoizes Jev-class decisions on model, schema and redacted state, for cheap repeats and CI replay.

Node.js and TypeScript package that runs Laya through ONNX Runtime with typed answers matching the Python and Jev API shapes.

Runs Laya's typed-decisions checkpoint on Mac GPUs via PyTorch MPS, with a low-memory mode down to about 0.74 GiB.

Fork of Laya that runs its choice, score and yes/no decision checkpoints on Huawei Ascend 910B NPUs as well as CPU.

Independent MLX port of Laya for Apple Silicon: typed decisions in about 13 ms (7 ms multilingual) with no PyTorch or cloud API.

CPU-first Rust runtime and HTTP server for Laya's multilingual model on ONNX Runtime, with portable builds and Chinese and English docs.

Pure-Rust Laya inference on candle for CPU, Metal or CUDA, with a CLI and a local web console showing close calls.