Firecrawl expanded its interactive and agentic capabilities, shifting from static scraping toward dynamic browser control and AI-powered workflows. Version 2.9.0 introduced the /interact endpoint for in-browser actions—clicking, form-filling, navigation—with natural language prompts or Playwright code, plus persistent browser profiles for reusing state across sessions. The release also added query format for direct natural-language answers and audio output support. Version 2.8.0 brought parallel agent execution via the new Spark 1 Fast model, a CLI tool covering scrape through crawl operations, and a Firecrawl Skill for Claude and other AI agents to autonomously invoke the platform.