How we think about design, code, and AI.
Technical notes, experiments, and ideas from the process of building digital products.
What Is Design Engineering?
What is design engineering? Learn how design, content, interaction, and engineering work together to create digital experiences that are visually coherent, interactive, usable, and technically sound.
Human-in-the-Loop AI: Why Automation Should Not Mean No Review
Learn when AI should decide and when humans must stay in control — and how to design review workflows that automate the repetitive without removing accountability.
RAG vs Search: What Should a Business Knowledge System Use?
Should your knowledge system use search, RAG, or both? A practical guide to choosing the right architecture based on real product requirements.
Meilisearch vs Vector Search: Which Should You Use?
Compare keyword, vector, and hybrid search to choose the right retrieval architecture for knowledge systems, AI applications, and enterprise search.
How to Turn Complex PDFs into Structured Knowledge
Learn how AI-assisted document processing can turn complex PDFs into structured, searchable business knowledge with human review and workflow controls.