AI-powered blockchain ecosystem evolving Proof-of-Work into Proof of Tensor Optimizations (PoT-O)
Multi-chain testnets • On-chain DeFi • Edge-device mining • Synthetic tensor challenges • Open alpha/beta on Solana + EVM

Jump to:
🤗 Hugging Face (Datasets & Models) • 💱 DeFi Portal • 🔮 Mystic • 📖 Docs

TribeWarez is an open-source (MIT) ecosystem pioneering Proof of Tensor Optimizations (PoT-O) — replacing energy-intensive hashing with verifiable tensor computations, neural path matching, and information-theoretic proofs. Built for low-power edge devices (ESP32, Raspberry Pi clusters), synthetic data generation, and multi-chain DeFi on Solana + EVM testnets.

Early 2026 status: Live beta / open alpha. Most components are experimental, actively developed, and progressively open-sourced. Expect evolving specs, rough edges, and rapid iteration.

🔓 Open Source Commitment: All core implementation logic is MIT-licensed and free to contribute. Some repositories are being cleaned up and stabilized — they will be fully opened for public contribution upon their 1.0 release. Several are open right now. Join the guild!

• PoT-O Consensus — Tensor-based proofs (MML path optimality + inference matching) per TW-RPC-001
• Edge Mining — ESP32/ESP8266 firmware for solo mining tensor challenges
• Synthetic Data Gen — Clustered challenge generation (Ch7 tensor dims & networking effects) → Hugging Face datasets
• Multi-Chain Testnets — Solana validator + proxy, Geth EVM (chain ID 5555)
• On-Chain DeFi — Staking, AMM swaps, vaults (Anchor programs / Solana smart contracts)
• DeFi Games — On-chain games (Mystic Numbers and more) blending DeFi mechanics with gameplay
• Apps & Tools — Mystic Scribe Engine (fun web app), docs portal, CLI miner
• Extensible — Trait-based hooks for protocols, meshes, bridges

Repo	Description	Language	CI	Links
pot-o-core	Core types & utilities for PoT-O	Rust		docs.rs
ai3-lib	AI3 support for validator/miner	Rust		docs.rs
pot-o-mining	Mining coordination & neural-path logic	Rust		crates.io forthcoming
pot-o-extensions	DeFi, staking, chain extensions	Rust		crates.io forthcoming
pot-o-validator	PoT-O Validator HTTP API & consensus node	Rust		RPC: pot.rpc.gateway.tribewarez.com

Repo	Description	Language	CI	Links
pot-o-contractz	Solana programs (staking, AMM, vault/escrow) for PTtC/NMTC	Rust (Anchor)		DeFi Portal

Repo	Description	Language	CI	Links
esp-pot-o-miner	ESP32-S / ESP8266 mining firmware	C/C++ (PlatformIO)		PlatformIO registry forthcoming
pot-o-miner-cli	Self-contained bash CLI for PC mining	Shell/Python		—

Repo	Description	Language	CI	Links
pot-o-ch7-cluster	Distributed synthetic Ch7 challenge generator (Pi/ESP32 clusters)	Python/Jupyter		🤗 HF Dataset

Repo	Description	Language	CI	Links
mystic-scribe-engine	Fun web app — Mystic Scribe Engine	TypeScript/JS	Coming Soon	🔮 mystic.tribewarez.com
docs.tribewarez.com	Documentation portal & RFC drafts	Dockerfile/Markdown		📖 docs.tribewarez.com

Prerequisites: Docker, Docker Compose, Git, Make

git clone --recurse-submodules https://github.com/TribeWarez/tribe
cd tribe
cp .env.example .env   # Edit with keys/secrets (never commit!)
make infra-up          # nginx-proxy + SSL
make web3-up           # DeFi portal, terminal, docs
make web3-rpc-up       # Testnet RPCs + PoT-O validator

Explore services:

• DeFi → https://defi.tribewarez.com
• Docs → https://docs.tribewarez.com
• Mystic → https://mystic.tribewarez.com
• RPCs → testnet-solana.rpc.gateway.tribewarez.com / testnet-eth.rpc.gateway.tribewarez.com / pot.rpc.gateway.tribewarez.com

• Getting Started
• PoT-O Mining Guide
• RFC Series (TW-RPC-001 → PoT-O core, 003 → staking, 004 → vault, 005 → extensions)

We're in open beta — issues, PRs, and Discussions welcome!

🔓 All core implementation logic is open source under MIT. Most repositories are open for contribution right now. For stacks approaching their 1.0 release, full public contribution opens on release — check each repo's CONTRIBUTING.md or Discussions for current status.

Focus areas: bug fixes, challenge ideas, edge optimizations, DeFi program audits, synthetic data quality, DeFi game mechanics. Start with Discussions for ideas/questions.

This ecosystem is permanently open-source under MIT. Join the guild building tensor-first blockchain + AI infra.

💪 Let's optimize reality.

Do not commit real API keys, client secrets, or private keys. Use .env (gitignored) or a secrets manager. Public endpoints do not expose internal URLs or credentials.