$21.4 billion in liquid DAO treasury assets sits exposed to governance attacks. One malicious proposal can drain a treasury in a single block – as Beanstalk proved with $181M lost in 2022. This guide covers every major Web3 governance screener in 2026 and how to detect attacks before they execute.
Rug pulls cost investors $3 billion annually. 95% of PancakeSwap pools end in rug pulls. 99% of Pump.fun tokens extract money from buyers. This guide ranks and compares every major Web3 rug pull detection tool in 2026 – ChainAware, GoPlus, Token Sniffer, De.Fi Scanner, RugCheck, Webacy, and QuillCheck.
Web3 reputation scoring in 2026 compared across 7 platforms: Nomis, RubyScore, Ethos Network, Cred Protocol, UTU Trust, Whitebridge, and ChainAware. Most platforms measure activity. ChainAware is the only one that incorporates predictive fraud probability into the formula – producing an actionable 0-4000 score requiring no user action and callable by any smart contract or AI agent.
AI agents are replacing compliance officers, growth teams, and fraud analysts across Web3. This guide covers how the agentic economy works, which human functions are being automated first, and how ChainAware’s 32-agent infrastructure – fraud detection, AML scoring, rug pull detection, wallet ranking, growth targeting – powers the shift on 8 blockchains.
Any AI agent – Claude, GPT, or custom LLM – can access 20M+ wallet behavioral profiles, 98% fraud prediction, real-time AML screening, and token holder analysis via ChainAware’s MCP integration. This guide covers all 12 blockchain capabilities, how to connect in minutes, and which agent definition to use for each use case.
ChainAware co-founder Martin joins Cluster Protocol, SecuredApp, and Foreverland on an AILayer X Space to discuss the intersection of AI and Web3 – the opportunities, the risks, and the next wave. Covers AI agent coordination, DeFi security, smart contract audits, Web3 cloud infrastructure, and where behavioral intelligence fits in the stack.
AI agents are not a narrative – they are already replacing human roles in production Web3 stacks. ChainAware co-founder Martin and UniLend Finance discuss how AI agents automate compliance, growth, and user experience in DeFi – and why protocols that wait for the trend to mature will be too late.
ChainAware co-founders Martin and Tarmo join Datai and ChainGPT Labs to map what Web3 AI agents actually are and what they already do in production. Covers ChainAware’s two live production agents – Web3 marketing agent and behavioral fraud detection agent – alongside Datai’s data infrastructure and ChainGPT’s incubation model.