AI engineering
AI agent or workflow: how to choose
A practical decision guide to AI agents and fixed workflows: task boundaries, failure cases, evaluation and the evidence to request before a pilot.
THE LAB NOTEBOOK
Engineering decisions, explained.
Guides for teams turning research into useful software. Start with the question, compare approaches and keep the evidence visible.
RSSKnowledge systems
Knowledge graph or vector search for RAG?
Choose a knowledge graph, vector search or a combined approach by the questions users ask, source quality and a repeatable evaluation of answers.
Reliable software
From research prototype to reliable software
A readiness checklist for research software: acceptance evidence, operational signals, reproducible releases and a recovery procedure you have tested.