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.
From Prompt Engineering to Context Engineering: How the Discipline Is MaturingWhy crafting better prompts is no longer enough - and what serious engineers are building instead
Discover how context engineering is replacing prompt engineering as the core discipline for building reliable LLM-powered systems - with real patterns, code, and architectural insights.
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.