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I Used RAG and Power Automate to Turn User Story to Tech Spec and Tasks

8 days ago
https://medium.com/@antonybrahin/grounding-ai-in-reality-how-vector-search-on-our-codebase-transformed-our-sdlc-automation-7d068b1244a8
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  • #SDLC
  • #AI Automation
  • #Vector Search
  • Automated the process of turning user stories into detailed documentation and actionable tasks using AI and vector search.
  • Integrated Google’s Gemini and Azure AI Search for Retrieval-Augmented Generation (RAG) to provide code context.
  • Overcame challenges like generic AI outputs, code context integration, and iterative prompt engineering.
  • Used Power Automate to orchestrate API calls across multiple platforms for seamless workflow automation.
  • Bypassed Azure DevOps Wiki limitations by directly using the REST API for document storage.
  • Achieved consistent, context-aware technical specifications and ready-to-work tasks in minutes.
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