AI & LLMs

Design an AI feature around a job someone needs completed. Define the information available to the model, the result your application expects, and the point at which a person or rule should review it. Those decisions give an experiment a useful standard before a model produces an impressive answer.

This category connects first requests with stronger output contracts. Begin with the practical AI integration guide when you are planning a new feature. Keep a small set of realistic examples, including incomplete information and requests that should produce an explicit unknown result.

When output feeds another component, continue to LLM prompt contracts. Check both the structure and the meaning of the response. Preserve your prompt, model choice, schema, and evaluation cases together so later changes can be compared with a known baseline.