Bizbuy

AWS-based microservices platform for web delivery, document uploads, async processing, and report generation. Uses edge ...

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Bizbuy

AWS-based microservices platform for web delivery, document uploads, async processing, and report generation. Uses edge delivery, messaging, and multiple data stores for scalable operations.

intermediate

Control Plane — Agent Lane

Diligence Reasoning Agent

claude-3-5-sonnetAPI

4 tools:document_parse, financial_ratio_analysis +2

Orchestrates 5 services

AWS

Architecture Description

Design a microservices architecture with containers, API gateways, and multiple databases

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AI Analysis(1)

AI Review

Tradeoff

about 2 months ago

I think the biggest production risk in this design is concentrating the entire business workflow into a chain of Lambdas plus SQS without a clear orchestration, idempotency, and failure-recovery model. The API Lambda, parsing Lambda, scoring/LLM Lambda, and report generator Lambda all touch shared state in DynamoDB and S3, but I don’t see how duplicate SQS deliveries, partial failures, retries, or out-of-order events are handled.

Raaghav Ramji

@raaghavr913

Hackathon

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