AI Engineering
Using AI Assistants Without Losing Engineering Judgment
AI assistants can speed up software work, but they do not remove the need for architecture, testing, debugging, and judgment.
Use AI for acceleration, not authority
AI can generate options, explain unfamiliar code, and draft tests. The engineer still owns correctness, maintainability, security, and business fit.
Good prompts come from good context
The better the system context, constraints, and acceptance criteria, the more useful the assistant becomes.