Amazon· Bedrock / Nova

Amazon Bedrock AgentCore is used in two reference implementations that demonstrate AI-DLC construction phase patterns: one generates Mermaid ER diagrams from SQL schemas, and the other provides automated code security analysis through a multi-agent architecture.

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This post walks through the architecture, design decisions, and key code patterns behind two reference implementations that demonstrate AI-DLC construction phase patterns using Amazon Bedrock AgentCore, Kiro, and local agentic coding tools. The first generates Mermaid entity relationship diagrams from SQL schemas using AgentCore runtime, a capability of Amazon Bedrock AgentCore. The second provides automated code security analysis through a multi-agent architecture that uses AgentCore Gateway, a capability of Amazon Bedrock AgentCore, and AgentCore memory, a capability of Amazon Bedrock AgentCore, along with external tool integrations.

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