https://smarthinking.tech/research Articles on AI systems, blockchain infrastructure, and developer platforms from Smart Thinking. en-us Tue, 14 Apr 2026 09:54:13 GMT https://smarthinking.tech/research/crewai-solidity-audit-agents-part1 https://smarthinking.tech/research/crewai-solidity-audit-agents-part1 Mon, 13 Apr 2026 12:00:00 GMT Turning adversarial prompt principles into a real six-agent CrewAI pipeline (planner, static interpreter, vulnerability hunter, exploit crafter, verifier, report writer): design and prompts before the implementation piece. https://smarthinking.tech/research/prompt-engineering-solidity-audit-v2 https://smarthinking.tech/research/prompt-engineering-solidity-audit-v2 Fri, 03 Apr 2026 12:00:00 GMT Careless AI-assisted auditing can ship false confidence straight to production. Here is how to prompt for adversarial review, structured findings, tool-augmented agents, and verification workflows that match the stakes of DeFi security. https://smarthinking.tech/research/hyperliquid-market-maker-bot https://smarthinking.tech/research/hyperliquid-market-maker-bot Thu, 20 Feb 2025 12:00:00 GMT Can a bot really make you rich? We developed and tested a Hyperliquid-style market maker strategy and share what we learned about algorithmic trading, hidden costs, and risk management. https://smarthinking.tech/research/ai-blockchain-security https://smarthinking.tech/research/ai-blockchain-security Mon, 15 Apr 2024 12:00:00 GMT Smart contract vulnerabilities remain one of the most pressing risks in Web3. We explore how AI agents can add a continuous, adaptive layer of defense—monitoring, learning, and collaborating with human auditors to scale security without compromising rigor.