What do production agents use for web data, and what breaks?
A production user asks which web-data tools practitioners run, Exa, Tavily, Firecrawl, Serper or their own scrapers, and what they had to patch around. The consensus answer is that the wrapper matters more than the tool: caching per query and validating key facts before the agent acts on them.