From Vibe to Silicon.

Write AI, ML, and network apps in fewer lines. No external packages. No build system hallucinations. Native ARM64 and x86-64 performance.

use API.OpenAI, API.OpenAI.Chat, Collection;

class CodeReviewer {
  function : Main(args : String[]) ~ Nil {
    token  := System.IO.Filesystem.FileReader->ReadFile("api_key.txt")->Trim();
    prompt := Pair->New("user", args[0])<String, String>;

    completion := Completion->Complete("gpt-4o", prompt, token);
    if(completion <> Nil) {
      message := completion->GetFirstChoice()->GetMessage();
      message->GetSecond()->PrintLine();
    };
  }
}

Language Highlights

JIT

JIT Compiled

Automatic hot-code detection with ARM64 and x86-64 native compilation. Direct JIT-to-JIT calling and generational GC with bump allocation.

AI

AI-Native

First-party OpenAI, Gemini, Ollama, ONNX, and OpenCV — built in, not bolted on. AI writes pure logic against a stable API. Zero dependency hallucinations.

FN

OOP + Functional

Generics with bounds and variance, closures and lambdas, records, string interpolation, nil-safe operators, and reflection. One language, both paradigms.

ML

Machine Learning & AI

System.ML: linear and logistic regression, decision trees, random forests, gradient boosting, naive Bayes, k-NN, k-means, and DBSCAN. System.AI: A*, minimax, Monte Carlo tree search, genetic algorithms, and Q-learning.

NLP

Text Processing

Tokenization, TF-IDF, text similarity, and sentiment analysis out of the box.

NET

Web & Networking

A self-contained networking engine: TCP/UDP, DTLS, HTTP/1.1 + WebSockets, HTTP/2, HTTP/3/QUIC, and an embeddable Web.Server — all standard library, no packages required.

MT

Concurrency

Threads and mutexes in the core library, structured concurrency with System.Concurrency (TaskScope, Task, Monitor), and a generational garbage collector with parallel marking.

3D

Graphics & Games

SDL2 for 2D games and Game.OpenGL for 3D: shaders, meshes, textures, quaternions, normal maps, and a procedural skybox.

DEV

Industrial Tooling

LSP for 7 editors (VS Code, Sublime, Neovim, Emacs, Kate, ecode, Helix), a DAP debugger that stops in any thread, a REPL with a full-screen editor, and automated API docs.

Performance

26.5 → 5.5 ns
A compiled method call, now made directly between JIT-compiled methods
125 → 6.0 ns
A virtual call, through an inline cache
16.5x
spectralnorm, from 44.86 s to 2.72 s between the June and September releases
13–47x
faster than CPython 3.12 on nbody, spectralnorm, and fannkuchredux

Call costs on AMD64; benchmarks on an AMD Ryzen 9 7950X3D with Objeck v2026.9.1, median of three runs. Java and LuaJIT remain faster on several benchmarks — full results and methodology.

Cross-Platform

Linux x64 Linux ARM64 macOS ARM64 Windows x64 Windows ARM64 Raspberry Pi (64-bit)

Every release is built and tested on all five platforms before it ships. Windows installers are Authenticode-signed, and the macOS package is notarized and needs nothing from Homebrew.

Deep Dives

AI-generated video overviews — start with the introduction, then the AI features and the internals.

Introduction & Guide (v2026.9)

Internals (v2026.9)