Insights, guides, and analysis on the rapidly evolving AI agent ecosystem. We track 78,000+ tools across 75 scenarios to bring you data-driven perspectives on what matters in AI automation.
Traffic grew fast. Revenue stayed at $0. What 15 user interviews and a 43% MCP vulnerability rate taught me — and why Hub is pivoting from directory to the trust layer for AI agent deployment.
From idea to launch in 6 weeks as a solo founder. The exact 5-tier Skill stack — validation, PRD, multi-agent build, business diagnosis, GTM. With real examples from 19 hand-picked projects.
From zero security to 27 detection rules, 5-tier trust hierarchy, and LLM-powered analysis. How one developer built a multi-layered defense system for the largest AI agent tool directory.
A comprehensive, data-driven comparison of the top AI agent frameworks in 2026. We analyze GitHub activity, community adoption, documentation quality, and real-world usage patterns across LangChain, CrewAI, AutoGen, and more.