Building Agentic AI Workflows: Lessons from HotelMap

# Building Autonomous AI Agents at Scale Working at HotelMap.com has given me valuable insights into building production-ready AI agents that can autonomously handle large-scale data extraction tasks. ## What are Agentic AI Workflows? Agentic AI systems are autonomous agents that can plan, execute, and adapt their behavior to achieve specific goals without constant human intervention. ## Key Challenges ### 1. Scalability Handling millions of data points requires efficient pipeline architecture. ### 2. Reliability Agents must handle failures gracefully and recover automatically. ### 3. Monitoring Real-time observability is crucial for production systems. ## Architecture Patterns Coming soon: detailed breakdown of our implementation...