Few-Shot Prompt Libraries: How to Build Reusable Examples that Don’t RotVersioning, evals, and selection strategies for prompts that survive real product changes.
Learn how to build and maintain few-shot prompt libraries with versioning, automated evals, example selection, and regression testing to keep outputs stable over time.
Project Idea: Personal Knowledge OS with Long-Term Memory + RAGTurn notes, PDFs, bookmarks, and emails into a searchable, citeable assistant you control.
Build a real-life AI project that ingests your documents into a RAG index with long-term memory, delivering grounded answers with citations and strong privacy controls.