Modern browser automation has evolved far beyond simple scripts. Today’s frameworks combine:

1. AI Vision Models Vision models interpret web page layouts visually, enabling automation of dynamically-generated content that traditional DOM selectors can’t handle.

2. ReAct Agent Loops AI agents plan and execute multi-step workflows autonomously, adapting to unexpected page states and recovering from errors.

3. Recipe-Based Workflows JSON-defined deterministic recipes for known sites combine with autonomous agent exploration for unknown territory.

4. Proxy & Session Management Residential proxy rotation with sticky sessions ensures reliability across multi-step registration and verification flows.

5. CAPTCHA Integration Modern CAPTCHA solving services (Capsolver, 2captcha) integrate directly into automation pipelines for seamless handling.

The gap between scripted automation and human browsing narrows daily, opening new possibilities for web testing, data collection, and workflow automation.

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