Open Researcher, our AI Agent That Uses Firecrawl Tools During Research

Anthropic's interleaved thinking feature represents a shift from traditional AI orchestration methods, enabling AI to independently reason through research tasks without predefined workflows. This approach, implemented in the open-source tool Open Researcher, allows AI to insert 'thinking blocks' between actions, visibly detailing its reasoning process to determine the next steps. Unlike traditional workflows that often falter with complex queries, this method adapts dynamically, addressing research queries like technical documentation checks, company research, and API investigation by selecting appropriate tools and strategies based on its real-time analysis. Although not flawless, with occasional verbose reasoning and inefficiencies, this innovative thinking-based model improves handling of unpredictable research tasks, offering transparency and easier debugging through visible decision-making processes.