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⚡ SodoNetwork (sodonetwork) — Deterministic AI Coding Guardrails & Token Optimization

PyPI version Python versions License

Author & Copyright Owner: Soner DÖNMEZ
Official Registration: Republic of Türkiye Ministry of Culture and Tourism (No: 2026/21386)
Official Portal: https://sodonetwork.com
LinkedIn Profile: https://www.linkedin.com/in/soner-donmez-9a45255b


🌍 Stop Letting AI Coding Agents Burn Your Budget & Break Production

If you use Cursor, Claude, VS Code GitHub Copilot, Windsurf, or Google Antigravity, you know the two biggest headaches in autonomous software development:

  1. Context Drift & Code Damage: You ask the agent to fix a simple UI element, and it silently edits core files, introduces breaking dependencies, or hallucinates unwanted code.
  2. Exploding Token Bills: Top-tier large models are being invoked for routine syntax checks, repetitive CRUD tasks, and simple boilerplate.

SodoNetwork introduces a deterministic control plane that eliminates hallucinations, locks file scopes, and cuts API token costs by up to 85% — without altering your IDE workflow.


✨ Key Features

  • 🛡️ Deterministic Scope Lock: AI agents physically cannot touch files outside their approved task boundary. Critical directories (core/data, infra, .git) are strictly protected.
  • 📉 Intelligent Workload Delegation: High-level architecture stays intact while routine coding workloads are routed to fast, economical submodels, saving up to 85% in token expenditure.
  • 🔒 Automated Verification & Forensic Ledger: Every generated file is syntax-verified and sealed on an immutable cloud ledger with a cryptographic SHA-256 fingerprint.
  • 🔌 Native Zero-Config MCP: Fully compliant with the Model Context Protocol (MCP) for Cursor, Claude Desktop, Antigravity, and VS Code.

📦 Quick Start (30 Seconds)

1. Installation

pip install --upgrade sodonetwork

2. Workspace Initialization

Run the interactive wizard in your project root:

sodo --wizard

Or initialize directly with your Subscriber Connection ID (CID):

sodo --init --cid <YOUR_SUBSCRIBER_CID>

This automatically configures your workspace rule files and .vscode/mcp.json for seamless autonomous coding.


🛠️ CLI Reference

Command Description
sodo --wizard Interactive workspace onboarding and quota verification wizard.
sodo --init --cid <CID> Bootstraps workspace IDE rule files and MCP configuration.
sodo --status Displays subscriber account, plan (STARTER, PRO, ENTERPRISE), and remaining quota.
sodo --fetch Acquires an authorized task session from SodoNetwork Cloud.
sodo --verify <FILE> Runs automated exit tests, computes SHA-256 hash, and seals the task.
sodo-mcp Starts the native JSON-RPC Stdio Model Context Protocol (MCP) server.

🇹🇷 Türkçe Özet

SodoNetwork, Cursor, GitHub Copilot, Claude ve Antigravity gibi otonom yapay zeka ajanlarının çalışan kodları bozmasını engelleyen ve token maliyetlerini %85 oranında düşüren deterministik yönetim ve doğrulama köprüsüdür.

  • 🔒 Kapsam Kilidi: Ajanın yalnızca izin verilen hedef dosya üzerinde çalışmasını sağlar.
  • 💰 %85 Kota Tasarrufu: Kodlama yükünü optimize ederek bütçenizi korur.
  • 📑 Kriptografik SHA-256 Mühürleme: Üretilen her kod parçası doğrulanır ve bulut defterine işlenir.


⚖️ License & Intellectual Property

Copyright © 2026 Soner DÖNMEZ. All Rights Reserved.
Registered under the Republic of Türkiye Ministry of Culture and Tourism Directorate General for Copyright (Registration No: 2026/21386). Unauthorized reproduction or reverse engineering is strictly prohibited under Law No. 5846 (FSEK).

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