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Before You Change One Line of AI-Generated Code, Save These 7 Things

Before You Change One Line of AI-Generated Code, Save These 7 Things Your app works. You ask AI for one small change. Suddenly, the layout breaks, a button stops responding, and a feature you finished…

  • Duplicate error message into new chat for alternative solution
  • Create concise project handoff in Markdown file
  • Save checkpoint commit or backup before making changes

AI Agent Cost per Month: The Token Maths, Worked Out

A four-message support chat with a tool-using AI agent can send the model more than 45,000 input tokens. That's about twelve times Anthropic's own estimate of roughly 3,700 tokens for a support…

  • AI agents can produce over 45,000 input tokens in a single chat.
  • Token counts vary between models, necessitating specific calculations.
  • Claude Haiku 4.5 AI agent monthly cost is approximately $170.94.

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