Stuff Scott Built

A collection of ideas that I helped turn into reality

AutoCommit AI

Chat interface for software development progress


AutoCommit AI was an LLM-powered app that integrated with Jira & GitHub to provide reports and answer questions about software development progress.



  • Frontend: React, shadcn/ui
  • Backend: Node.js (Next.js), Python
  • Storage: MySQL (PlanetScale), Redis
  • Gen AI: LLM (Azure Open AI), Embeddings, LangChain