AgentFlow: AI Browser Automation for Linear and Notion
Nov 2025
Architected browser automation agent using Gemini API, LangGraph, and Playwright to execute natural language tasks on Linear/Notion, implementing ReAct reasoning and RAG-based workflow memory for autonomous orchestration. Integrated multi-view element detection using annotated screenshots and accessibility selectors with async Playwright, achieving reliable UI automation through loop prevention, error recovery, and validation feedback mechanisms.