Examines five developer-facing open-source tools including LiteLLM for budget enforcement, Langfuse for cost observability, LLMLingua for prompt compression, RouteLLM for model routing, and GPTCache for semantic caching. Notes that enterprise generative AI spending tripled to $37 billion in 2025.