kapynDev Tools

Market surveillance agent with LangGraph and Strands on AgentCore

A production-ready architecture guide details building multi-agent market surveillance systems using LangGraph and Strands. The tutorial covers state-driven workflow orchestration, checkpoint-based recovery, and persistent memory integration on Amazon Bedrock AgentCore. These patterns help AI developers build resilient, observable enterprise agent pipelines with built-in failure recovery.

AWS ML Blog·Jul 28, 2026

Opening Kapyn…