cloud-architecture

AgentCore vs Bedrock Agents vs Roll-Your-Own on Fargate

There are three realistic ways to run an AI agent on AWS, and they sit on a spectrum from "AWS does almost everything" to "you do almost everything." Bedrock Agents has AWS define and orchestrate the

What Is Amazon Bedrock AgentCore? (And When to Use It)

Amazon Bedrock AgentCore is a managed platform for deploying and operating AI agents you've already built — in any framework, with any model — without managing the runtime, memory, identity, or observ

RAG, GraphRAG, and Knowledge Graphs: What's Actually Different

LLMs are stateless. They don't know your documents, your internal data, or what changed last week. They're only as good as what you put in front of them. This gave rise to what's now called context en

Deploying Engineering Resource Management Knowledge Graph on AWS

Resource planning in engineering orgs is a multi-hop problem. The data is there — skills, project history, availability — it's just stored in flat tables that you need to join on demand. This post wal

What Is a Knowledge Graph?

A knowledge graph stores information as entities and the relationships between them — not rows and columns, but a web of connected facts. The Idea Is Simple Three building blocks:Nodes —

AWS Bedrock vs SageMaker: How to Pick the Right One

If you're building an AI product on AWS, you'll hit this question early: Bedrock or SageMaker? The short answer is that they solve different problems, and most startups only need one. What Each Se

Cloud architecture

AgentCore vs Bedrock Agents vs Roll-Your-Own on Fargate

What Is Amazon Bedrock AgentCore? (And When to Use It)

RAG, GraphRAG, and Knowledge Graphs: What's Actually Different

Deploying Engineering Resource Management Knowledge Graph on AWS

What Is a Knowledge Graph?

AWS Bedrock vs SageMaker: How to Pick the Right One