PoseShift AI

AI-powered pose transformation using Google Gemini, with end-to-end LLM observability via Datadog APM. Transform any photo into any pose with production-grade monitoring.

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What we learned

I have to say, I'm incredibly proud of completing this entire project for the first time. This is especially true because I had absolutely no prior experience with both front-end and back-end development.

I used Gemini's code generation capabilities to create this project, and its capabilities are truly impressive. Furthermore, by combining it with Datadog, I realized that even with the advent of AI, there are still excellent tools available for monitoring and improving the overall service quality.

Key learnings:

  • How to implement production-grade observability for LLM applications
  • The importance of fallback mechanisms in serverless environments
  • How to structure AI pipelines for maintainability and monitoring
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