Case Studies

Selected work and experiments from Sybil Solutions (by 0xSero).

AI Coding Assistant Training Data Extraction Toolkit

A Python toolkit for extracting conversation histories, code contexts, and metadata from popular AI coding assistants for ML training and analysis.

121+

GitHub Stars

Forks

Tools Supported

AIPythonLLM Infrastructure

MiniMax-M2 Proxy – Bridging 229B Models to Standard APIs

A translation proxy that enables MiniMax-M2 (229B MoE model) to work seamlessly with OpenAI and Anthropic SDKs through intelligent XML-to-JSON conversion.

Open Orchestra – Multi-Agent Orchestration System

A hub-and-spoke multi-agent orchestration plugin with Neo4j-backed memory, 22+ tool APIs, and built-in worker profiles for complex AI workflows.

Azul – AI-Powered Terminal Web Browser

A terminal-based web browser written in Rust with integrated AI chat, tool-calling, and multi-engine search for hands-free browsing.

OpenAI, Ollama, Custom

AI Providers

Zero-KnowledgeIVCMPC

IVCNotes – Privacy-Preserving Digital Asset Management

A research and PoC implementation of a privacy-preserving digital note system using zero-knowledge proofs, IVC, and MPC.

PoC + Protocol Design

Deliverables

Web3BridgesDonations

Cross-Chain Donations Research for GitCoin Grants

A focused evaluation of cross-chain bridging options to improve the UX and economics of GitCoin Grants donations.

AlloV2 set (excl. PGN)

Target Chains

EthereumZKSyncGovernance

ZKSync & Ethereum Governance Event Monitor

A transparent, scalable governance event monitor for ZKSync Era and Ethereum that turns raw on-chain activity into structured RSS feeds.

Superfluid SuperToken Deployer

A user-friendly web interface for deploying Superfluid supertokens from existing ERC20 tokens across multiple blockchain networks.