A thread you can test
Engineering Methodology
2 notes move from the word to a real choice at work — understand it first, then decide whether to use it.
Each note stands alone, or becomes the next step in this thread.
THE QUESTION THIS PAGE ANSWERS
ANSWER FIRSTWhat is Engineering Methodology, and which AI decisions does it change?
Four-state design notes and coding standards written for AI — your team can copy them immediately This page keeps the related concepts, common mistakes, and practical notes in one reading thread.
First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 2 notes below.
Start with “Agent Notes & AGENTS.md: Discipline for Building AI with AI,” then restate the conclusion using your own task.
Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.
THIS QUESTION THREAD
Put the word back inside the choice it changes.
Agent Notes & AGENTS.md: Discipline for Building AI with AI
Four-state design notes and coding standards written for AI — your team can copy them immediately
KV Cache Is an Interface
Treat prompt prefix stability as a compatibility promise