posted an update —

Hackathon Submission Complete

Today we officially submitted EchoMind for the Build, Ship, Shape: Amazon Developer Hackathon.

Over the course of development, EchoMind evolved into a memory-first intelligence platform for Alexa+ focused on:

  • Contextual Memory
  • Evidence-Based Recall
  • Current State Awareness
  • Relationship Reasoning
  • Explainable Responses
  • Executive Dashboard Monitoring

The final version includes a reorganized open-source repository, architecture documentation, implementation reports, testing assets, and a complete video demonstration.

Built with:

  • Alexa+
  • AWS Bedrock
  • Model Context Protocol (MCP)
  • Python
  • FastAPI
  • Hexagonal Architecture
  • Domain-Driven Design

A major milestone has been achieved. We now look forward to feedback, future iterations, and continuing the evolution of EchoMind.

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