LangGraph and Strands Agents: Core Concepts, Patterns, and Tradeoffs

FORMAT: WorkshopLEVEL: Advanced LANGUAGE: Spanish

Dive deep into two powerful agentic frameworks—LangGraph and Strands Agents—and learn when to use each. This advanced workshop covers the core concepts behind both frameworks: state machines, graph-based orchestration, tool use, and memory management. We'll build the same agentic application in both frameworks, compare their strengths and limitations, and discuss the architectural trade-offs to help you choose the right tool for your production AI systems.

Speakers

Isabel Mora

Junior ML Engineer @ Loka

Isabel is a Junior ML Engineer at Loka contributing to the development and evaluation of agentic AI systems. She brings fresh perspectives to agent design and implementation challenges, and is passionate about making complex AI frameworks understandable and accessible.

View speaker

José Hernán Ortiz Ocampo

Senior ML Engineer @ Loka

José Hernán is a Senior ML Engineer at Loka with deep expertise in agentic AI frameworks. He has designed and built production multi-agent systems using a variety of orchestration tools, and brings a pragmatic, engineering-first perspective to AI development—focused on what works in production rather than what looks impressive in demos.

View speaker

Want to know more?

Join PyCon Colombia newsletter and get a complete overview of our events, speakers and community participation.