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@Bitsage-Network

Bitsage Network

Bitsage Network enables verifiable decentralized compute, from rendering and AI inference to zero-knowledge proof generation, with cryptographic guarantees.

🔒 BitSage Network

Verifiable Compute Network for Confidential Data Pipelines

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Built on Starknet | Powered by TEEs (TDX/SEV/H100) | DataFusion SQL Engine


🌟 What is BitSage?

BitSage is a Verifiable Compute Network that provides hardware-grade privacy and cryptographic proof for data pipelines, AI/ML workloads, and confidential virtual machines.

We enable enterprises and data scientists to run sensitive computations with zero trust - every operation is cryptographically verified and attested by Trusted Execution Environments (TEEs).

🎯 Our Moat: Verifiable Data Gravity

Unlike generic GPU networks, BitSage specializes in:

  • Verifiable ETL - Prove data transformations are correct
  • Confidential SQL - Run analytics on encrypted data lakes
  • TEE-Backed Training - Train ML models in hardware-isolated environments
  • Signed AI Art - Cryptographically prove AI-generated content origin

🏗️ Architecture

graph TB
    A[Frontend - Mission Control] --> B[Smart Contracts - Starknet]
    B --> C[Coordinator Node]
    C --> D[Worker Node 1 - H100 + TDX]
    C --> E[Worker Node 2 - RTX 4090 + CPU TEE]
    C --> F[Worker Node N - Cloud GPU]
    
    D --> G[DataFusion SQL Engine]
    D --> H[TEE Attestation]
    E --> I[Secure Model Executor]
    F --> J[Multi-Cloud Orchestration]
    
    style A fill:#667eea
    style B fill:#764ba2
    style D fill:#f093fb
    style E fill:#4facfe
    style F fill:#00f2fe
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📦 Core Repositories

Core node implementation with Coordinator and Worker binaries.

Tech: Rust, DataFusion, libp2p, Arrow, Intel TDX/AMD SEV
Features: Zero-copy SQL execution, TEE attestation, P2P networking, Multi-cloud GPU orchestration

On-chain job orchestration and proof verification.

Tech: Cairo, Starknet
Features: JobManager, ProofVerifier, Reputation system, Gas optimization

Mission Control UI for managing verifiable pipelines.

Tech: Next.js 15, React 19, Tailwind CSS
Features: Pipeline Builder, Job monitoring, Verified Asset Cards, Wallet integration

Discord bot for community engagement (Coming Soon)


🚀 Key Features

Feature Description Status
DataFusion SQL Zero-copy, columnar SQL execution in TEEs ✅ Live
TEE Attestation Intel TDX, AMD SEV-SNP, NVIDIA H100 ✅ Live
Multi-Cloud GPU AWS, Azure, GCP, IBM integration ✅ Live
Starknet Smart Contracts On-chain job orchestration ✅ Live
Pipeline Builder UI Visual ETL configuration ✅ Live
ZK Proof Verification EZKL, Giza integration 🚧 Roadmap
Optimistic ML Fraud proofs for model training 🚧 Roadmap
Tokenomics & Staking $SAGE token economy 🚧 Roadmap

🎓 Use Cases

🏢 Enterprise Data Pipelines

Run sensitive ETL jobs with cryptographic proof of correctness. Perfect for:

  • Financial data processing
  • Healthcare analytics
  • Supply chain verification

🧠 Verifiable AI Training

Train ML models on confidential data with hardware-grade privacy:

  • Medical AI models
  • Financial fraud detection
  • Private recommendation systems

🎨 Signed Digital Art

Create provably authentic AI-generated content:

  • NFT art with origin proofs
  • Deepfake detection
  • Content authenticity verification

🛠️ Tech Stack

Layer Technologies
Blockchain Starknet, Cairo
Compute Rust, DataFusion, Apache Arrow
Security Intel TDX, AMD SEV-SNP, NVIDIA H100 TEE
Networking libp2p, P2P Gossip
Frontend Next.js 15, React 19, TypeScript
Cloud AWS, Azure, GCP, IBM
Proofs EZKL, Giza, TLSNotary

📈 Network Statistics

Metric Value
Repos 4 active
Code ~72K LOC
Languages Rust, Cairo, TypeScript
Status Testnet Prep

🤝 Get Involved

🌐 Community

💻 Developers

🎯 Quickstart

# Clone the repos
git clone https://github.com/Bitsage-Network/rust-node.git
git clone https://github.com/Bitsage-Network/BitSage-Cairo-Smart-Contracts.git
git clone https://github.com/Bitsage-Network/BitSage-WebApp.git

# Run locally (see individual READMEs for details)

🗺️ Roadmap

Phase 1: Foundation (Q4 2024 - Q1 2025)

  • Core Rust node architecture
  • Cairo smart contracts
  • Frontend UI/UX
  • TEE integration (TDX/SEV)
  • DataFusion SQL engine

🚧 Phase 2: Testnet (Q1 2025)

  • Deploy to Starknet Sepolia
  • Cloud GPU orchestration
  • Job execution & monitoring
  • Reputation system

🔮 Phase 3: Advanced Verification (Q2 2025)

  • ZK proof integration (EZKL/Giza)
  • Optimistic ML fraud proofs
  • TLSNotary data provenance

🌟 Phase 4: Mainnet (Q3 2025)

  • $SAGE token launch
  • Staking & slashing
  • Gamification system
  • Public mainnet launch

📄 Documentation


📫 Contact


🌟 Star our repos to support the project!

Rust Node Smart Contracts WebApp


Built with ❤️ by the BitSage Team

Verifiable Compute • Confidential Data • Hardware-Grade Privacy

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  1. BitSage-Cairo-Smart-Contracts BitSage-Cairo-Smart-Contracts Public

    Cairo smart contracts for BitSage Network decentralized compute platform

    Cairo 1

  2. rust-node rust-node Public

    Rust-based node implementation for BitSage Network

    Rust 1

  3. BitSage-WebApp BitSage-WebApp Public

    Full-featured Next.js web application for BitSage Network compute marketplace

    TypeScript 1

  4. Sage-Discord Sage-Discord Public

    Discord bot integration for Sage AI assistants

    1

Repositories

Showing 6 of 6 repositories

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