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The author describes replacing smolagents' built-in VisitWebpageTool with a custom fetch tool using services like ZenRows to handle protected and JS-rendered web pages, improving web data access for AI agents without requiring a browser stack.
Maxime Rivest highlights daily use of a custom vibe-coded tool that streamlines their workflow, referencing Simon Willison's tool for converting GeoJSON to PNG.
The author explains why they built a custom AI agent for lead generation instead of using existing services like Hunter or Apollo, and describes the implementation process.