This is a full-stack template for building decentralized applications on the GenLayer blockchain, combining smart contract development with a frontend integration pipeline. It provides a pre-configured environment for writing GenLayer smart contracts using Python decorators that specify function visibility, persistence, and typed storage structures, along with built-in linting to catch forbidden imports and nondeterministic calls before deployment. The boilerplate distinguishes itself by supporting nondeterministic smart contract operations—such as querying language models and fetching extern
RL-Swarm is a decentralized reinforcement learning framework designed to coordinate distributed machine learning agents across peer-to-peer networks. It functions as a distributed computing orchestrator that manages multi-agent roles and hardware resources to facilitate large-scale collaborative training. By anchoring training processes in cryptographic verification and decentralized contracts, the system ensures that model development remains transparent, verifiable, and resistant to manipulation. The platform distinguishes itself through a multi-agent expert coordination model that organize
Prediction-market trading engine — Wang Transform pricing on 291K+ contracts; paper-traded across Kalshi · Polymarket · Solana DFlow (Jito bundles) · 633 tests
🐋 Real-time whale trade tracker for Polymarket — get terminal alerts Telegram notifications when smart money moves
Market-making strategy that placed #2 in Paradigm's Prediction Market Challenge. 110 iterations, 8 hours.
The main features of octavi42/prediction-market-maker are: Prediction Markets.
Open-source alternatives to octavi42/prediction-market-maker include: genlayerlabs/genlayer-project-boilerplate — This is a full-stack template for building decentralized applications on the GenLayer blockchain, combining smart… gensyn-ai/rl-swarm — RL-Swarm is a decentralized reinforcement learning framework designed to coordinate distributed machine learning… yichengyang-ethan/oracle3 — Prediction-market trading engine — Wang Transform pricing on 291K+ contracts; paper-traded across Kalshi · Polymarket… al1enjesus/polymarket-whales — 🐋 Real-time whale trade tracker for Polymarket — get terminal alerts + Telegram notifications when smart money moves. pmxt-dev/pmxt. spfunctions/simplefunctions-cli — Reference and issue mirror for @spfunctions/cli, the SimpleFunctions sf command-line interface.