kapynDev Tools

Build a semantic layer for agentic AI on AWS with AtScale and Amazon Bedrock AgentCore

Build a governed semantic layer for agentic AI on AWS. An AtScale MCP server exposes a customer 360 model in Amazon Redshift to a Strands agent on Amazon Bedrock AgentCore. Identity propagation, RBAC, row security, and query audit are enforced at the semantic layer, not the prompt.

AWS ML Blog·Oct 20, 2026

Opening Kapyn…