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2025 · System

FlowSync

AI-native project memory for coding agents

Durable project context, so coding agents stop re-learning the codebase every session.

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What it does

  • Built the REST APIs and event-ingestion flows behind API Gateway that capture Git activity and developer context.
  • Designed ingestion to validate incoming events, store raw payloads in S3 and structured events in DynamoDB, then trigger AI enrichment asynchronously.
  • Implemented project authentication with bearer tokens, scrypt hashing and timing-safe verification — the comparison matters as much as the hash.
  • Worked the DynamoDB partition/sort-key and GSI patterns behind project timelines and context retrieval.
  • Integrated AWS Bedrock processing into the backend pipeline.
  • Query latency landed at 1.26s median and 1.60s p95.