Tip intermediate
Cached Input Pricing Saves 50%+
January 1, 2026
Use cached input pricing when available — repeated system prompts can save 50%+ on input costs.
Category: Cost Management
Difficulty:intermediate
When prompting an LLM, be as clear and specific as possible. Define th...
System prompts are often re-sent with every API call. Keep them concis...
Don't expect the first output to be perfect. Use the LLM's initial res...
When generating code with an LLM, ask it to explain the solution step-...
Set up monitoring for your production LLM applications to track token ...
The 'temperature' parameter controls randomness. Lower values (e.g., 0...
If you frequently use long model names in your prompts or code (e.g., ...
LLMs are trained on vast datasets and can reflect societal biases. Cri...
When asking for code, provide surrounding code snippets or describe th...
Share your insights, tricks, or tutorials with the community. Approved submissions are featured on the site with your name credited.
Discover hundreds of AI tips, quotes, facts, and tutorials in our content hub.
Browse AI Content HubSubscribe to receive the latest AI tips and insights directly to your inbox.