๐Ÿ’ฐ Ways to reduce your AI costs

2025-08-21  ยท  ai, cost, optimization, automation, documentation

AI is not free, as there are significant costs associated with training and hosting modern AI models. Some ideas on how to reduce costs with tools like Claude Code:

  • If you do something that is somewhat repetitive, have AI generate scripts or programs that do the work instead of using AI directly. AI excels at creating automation tools.
  • Capture context. Instead of relying solely on prompts, update documentation and have AI implement the doc changes. This approach captures a lot of context instead of losing context in prompts.
  • Start with more complete and accurate descriptions of what needs to be done.
  • Use cheaper models. In my experience, Claude Sonnet performs just as well as Claude Opus for most tasks I need to complete. Sonnet is 1/5 the cost and is generally faster.
  • If the agent is spinning its wheels, stop it, provide more details, and resume.