Cloud and Application Modernization

Agentcore

Technical articles and architecture insights on cloud migration, modernization strategy, legacy transformation and enterprise IT.

Human-in-the-Loop for Amazon Bedrock AgentCore Agents in Single-Page Apps
Human-in-the-Loop for Amazon Bedrock AgentCore Agents in Single-Page Apps

A React single-page application (SPA) in front of an agent on Amazon Bedrock AgentCore Runtime is a common setup, and sooner or later the agent needs something only the user can provide. Which protocol carries the question to the browser? …

What Is an AI Agent? A Field Definition and Five Common Patterns
What Is an AI Agent? A Field Definition and Five Common Patterns

Everyone is building “agents” now. But ask five engineers what an agent actually is and you’ll get six answers. I’ve spent the last year working on agentic systems — from industrial diagnostic agents to workflow …

How to build an AI-powered diagnostic agent for industrial equipment
How to build an AI-powered diagnostic agent for industrial equipment

When a machine shows symptoms, technicians need to figure out the root cause and the best way to fix it. Today, this knowledge lives in the heads of experienced engineers and is scattered across thousands of unstructured service reports of …