aws-bedrock
6 posts
Building a RAG agent on AWS Bedrock + Knowledge Bases + OpenSearch Serverless with CDK in TypeScript — architecture, IAM wiring, automated ingestion, and the chat UI.
A platform-engineer read of what a Bedrock Knowledge Base actually is, which data sources and vector stores are first-class, and why the console default rarely fits a small corpus.
A CDK guide for deploying a minimal Strands agent on AgentCore Runtime — parameterized stack, arm64 build, deploy and invoke, and the IAM and Marketplace prerequisites you need before the first call.
A comprehensive guide to advanced RAG techniques including hybrid search, reranking, GraphRAG, and self-corrective patterns with production AWS implementation examples.
A comprehensive guide to securing AI agents in production with AWS Bedrock Guardrails, defense-in-depth strategies, and practical implementation patterns for preventing prompt injection, tool misuse, and multi-agent attacks.
Learn how AWS Bedrock AgentCore solves the infrastructure challenges of deploying agentic AI at scale - from prototype to production with runtime, memory, gateway, and multi-agent coordination.