Show HN：Theus – 一個讓AI生成程式碼安全執行的框架

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Theus: Process-Oriented Operating System for Python

"Data is the Asset. Code is the Liability. Theus protects the Asset."

Theus is a next-generation architectural framework that treats your application not as a collection of objects, but as a deterministic workflow of processes. It introduces the Process-Oriented Programming (POP) paradigm to solve the chaos of state management in complex systems like AI Agents, Core Banking, and Industrial Automation.

🌪️ The Problem

In modern software (OOP, EDA, Microservices), the biggest source of bugs is State Management:

🛡️ The Theus Solution

Theus acts as a micro-kernel for your logic, enforcing strict architectural invariants at runtime:

1. The 3-Axis Context Model

State is no longer a "bag of variables". It is a 3D space defined by:

2. Zero-Trust Memory

3. Industrial-Grade Audit

📦 Installation

Theus requires Python 3.12+ to leverage advanced typing and dataclasses.

⚡ Quick Start: Building a Bank

This example demonstrates Contracts, Zoning, and Transaction safety.

1. Define the Context (The Asset)

2. Define the Process (The Logic)

3. Run with Safety (The Engine)

🛠️ CLI Tools

Theus provides a powerful CLI suite to accelerate development and maintain architectural integrity.

🧠 Advanced Architecture

The Transaction Engine

Theus uses a Hybrid Transaction Model:

The Heavy Zone (Optimization)

For AI workloads (Images, Tensors) > 1MB, use heavy_ variables.

🚀 High Performance Training (New in v2.2)

For Pure Training Loops (Simulations/Games) where Transaction safety is overkill:

The Audit Recipe (audit.yaml)

Decouple your business rules from your code.

The Orchestrator (FSM)

Manage complex flows using workflow.yaml:

📚 Documentation

⚖️ License

Maintained by: Hoàng Đỗ Huy

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