Prompt engineering has a bad reputation because most teams treat it as guesswork. We treat prompts like code: versioned, tested, and reviewed.
Structure Beats Creativity
Clear role definitions, output schemas, examples, and constraints outperform clever wording every time. Use XML or JSON blocks to separate instructions from data.
Test Like You Test Code
Build evaluation sets from real user inputs. Run them on every prompt change. Regression in AI quality is as serious as regression in unit tests.
Document the Why
Every prompt in our repos has a comment explaining what problem it solves. Future you — and your team — will thank you.