
Developed Rug Munch Intelligence for the coinbase/x402 repository, delivering an AI-powered crypto risk intelligence service with multi-chain support across Solana, Ethereum, Base, Arbitrum, Polygon, Optimism, and Avalanche. The solution applied AI and risk analysis to provide token risk scoring, rug pull detection, and honeypot detection, leveraging large-scale data processing and modular endpoint architecture. Integrated AI forensic analysis using Claude Sonnet 4 and Opus 4, and built supporting ecosystem tools such as the MCP server, A2A agent card, and AgentKit plugin. The project utilized JSON for data handling and focused on scalable, cross-chain blockchain technology solutions.
February 2026 — Key accomplishments: 1) Key feature delivered: Rug Munch Intelligence for coinbase/x402 – an AI-powered crypto risk intelligence service with multi-chain coverage (Solana, Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche) and 19 paid endpoints. 2) Core capabilities: token risk scoring, rug pull detection, and honeypot detection across seven blockchains; AI forensic analysis support (Claude Sonnet 4 / Opus 4). 3) Ecosystem enablement: MCP server, A2A agent card, and AgentKit plugin to streamline deployment and operations. 4) Data & scale: 240K+ historical scans; 114K+ high-risk tokens flagged. 5) Branding/maintenance: logo upgrade to 1024x1024 and related UI/branding polish. Bug fixes and maintenance: - No critical bugs documented for this period; minor maintenance included the logo upgrade. Overall impact and business value: - Expanded risk-detection coverage across major blockchains, enabling proactive risk assessment for customers and opening potential revenue through premium endpoints. - Strengthened enterprise capabilities and partner integrations, positioning x402 for broader adoption. Technologies/skills demonstrated: - AI/ML-powered risk analytics, cross-chain orchestration, large-scale data processing, and modular service/endpoint architecture. - Plugin and agent-based ecosystem design; branding and CI polish.
February 2026 — Key accomplishments: 1) Key feature delivered: Rug Munch Intelligence for coinbase/x402 – an AI-powered crypto risk intelligence service with multi-chain coverage (Solana, Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche) and 19 paid endpoints. 2) Core capabilities: token risk scoring, rug pull detection, and honeypot detection across seven blockchains; AI forensic analysis support (Claude Sonnet 4 / Opus 4). 3) Ecosystem enablement: MCP server, A2A agent card, and AgentKit plugin to streamline deployment and operations. 4) Data & scale: 240K+ historical scans; 114K+ high-risk tokens flagged. 5) Branding/maintenance: logo upgrade to 1024x1024 and related UI/branding polish. Bug fixes and maintenance: - No critical bugs documented for this period; minor maintenance included the logo upgrade. Overall impact and business value: - Expanded risk-detection coverage across major blockchains, enabling proactive risk assessment for customers and opening potential revenue through premium endpoints. - Strengthened enterprise capabilities and partner integrations, positioning x402 for broader adoption. Technologies/skills demonstrated: - AI/ML-powered risk analytics, cross-chain orchestration, large-scale data processing, and modular service/endpoint architecture. - Plugin and agent-based ecosystem design; branding and CI polish.

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