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smartflat-ai
by seehiong
AWS-based multi-agent HDB advisor using Bedrock AgentCore
Python
Updated Oct 21, 2025
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Summary
Implements a multi-agent HDB advisor that helps users find Singapore housing using Amazon Bedrock AgentCore and Nova Lite. AgentCore and Nova Lite. Agents collaborate to search listings, run cost-optimization checks, and query data stores (Postgres/Athena) via serverless glue and Lambda functions. Built as an AWS-focused hackathon prototype with agent orchestration, cloud infra templates, and integration with Bedrock models.
Key Benefits
As users rely on multiple specialist agents, visibility into who did what and why becomes essential for trust and repeatability. While this project doesn't ship a full reputation layer, it demonstrates agent delegation patterns and engineering choices that reveal where agent track records and A2A evaluation hooks could attach. For teams building agentic services on AWS, the repo is a pragmatic example of where to insert monitoring, evaluation, and trust signals. agent delegation patterns trust signals
Ideal For
Developers prototyping Bedrock + serverless orchestration on AWS who want a reference for Bedrock + serverless orchestration.
Real-World Examples
- Prototype an agent pipeline that searches property listings and runs cost optimization checks
- Explore Bedrock AgentCore patterns for delegating tasks across specialist agents
- Bootstrap serverless orchestration (Lambda, CloudFormation) for multi-agent workflows
Works With
aws-bedrockagentcoreamazon-novaaws-lambdapostgresqlamazon-athenacloudformation
Topics
agentcoreai-agentamazon-athenaamazon-novaartificial-intelligenceaws-bedrockaws-hackathonaws-lambdachatbotcloudformation+10 more
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Keywords
multi-agent orchestrationagent delegationaws-bedrockmulti-agent trust