Intelligent Code Search Cuts LLM Token Costs by 98%

By reducing token consumption by 98% through intelligent code search and strategic agent orchestration, developers can now use LLMs cost-effectively for production development work. These innovations—combining context-aware search, subagents, and clear success criteria—demonstrate how smarter integration of AI tools yields better results with less iteration. The trend signals a shift from simply using more capable models to building more efficient AI-assisted workflows.