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Dev.to
Dev.to
6/17/2026
Predictions first, data later: seven hot takes on AI agent readiness before I scan 50 sites.

Predictions first, data later: seven hot takes on AI agent readiness before I scan 50 sites.

Short summary

Built Agentis Lux, a tool to assess whether AI agents can navigate websites. Pre-registered seven predictions before analyzing 50 sites across e-commerce, SaaS, media, government, and indie projects using rigorous research methodology. Study establishes agent-readiness baselines and identifies structural barriers in web design.

  • Tool measures AI agent compatibility with websites using deterministic and reasoning-based checks
  • Pre-registered seven testable predictions before data collection to avoid research bias and narrative cherry-picking
  • Planned analysis across 50 sites in five categories with transparent methodology and error-margin definitions

Generated with AI, which can make mistakes.

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