Beyond the hype: I just watched an AI agent automate a 4-hour research workflow in 18 minutes.

I’ve been skeptical about "AI agents" being anything more than glorified wrappers, but a recent workflow changed my mind. I needed a competitive intelligence report covering 20 companies—a task that usually takes me \~4 hours of manual clicking, reading, and synthesizing. I tasked an agent with: 1.Extracting pricing tiers and features from 20 different competitor sites. 2.Cross-referencing their latest blog posts for strategic pivots. 3.Synthesizing everything into a structured Markdown report. Instead of just providing links, I watched it autonomously: • Navigate dynamic sites: It bypassed cookie banners and handled complex nested menus without getting stuck. • Process PDFs: It opened investor whitepapers and extracted specific data points. • Iterative search: When a pricing model was ambiguous, it performed a secondary search to clarify before continuing. It finished in 18 minutes. The output was a structured report with feature tables that only needed minor polish. It wasn't just a chatbot; it was an executor that could plan and adapt to web elements in real-time. Has anyone else found agents that actually handle non-trivial, multi-step web tasks reliably? Seems like we’re finally moving past the "chat" era into actual autonomous execution.