The Developer's Guide to AI Budget Management

AI budgets are the new cloud budgets - invisible until they explode. Whether you are a solo developer or running a team, here is everything you need to manage AI costs without killing innovation. Why AI Budget Management is Different Cloud costs scale with infrastructure. AI costs scale with usage - and usage is unpredictable. A single user query could cost $0.001 (simple question to GPT-3.5) or $0.50 (complex analysis with GPT-4 + long context). Multiply by thousands of users, and you have a budget that swings wildly.