Title: We Built an AI That Remembers Why Your Codebase Is the Way It Is

This content describes an AI, Shadow Architect (or Hindsight-Prj), that helps engineering teams retain tribal knowledge about their codebases. The tool prevents recurring errors by remembering past incidents and differentiates itself from basic RAG wrappers.