groq.com
LLMs Inside the Product: A Practical Field Guide
Boring AI features are reliable AI features that feel invisible to users - they just work. Read only what you need. Constrain with clear rules. Act with structured outputs and safe tools. Explain what happened. Start with the smallest useful feature. Use the patterns that fit your use case. Monitor everything. Improve based on real user behavior, not theoretical performance metrics. The goal isn’t to build impressive AI demos. It’s to ship features that users depend on every day.