Presentation: What 25 Trillion Tokens Reveal About How Developers Actually Adopt AI Agents

Analysis of 25 trillion tokens of usage data indicates that successful AI agent adoption relies on establishing user trust rather than optimizing for model benchmarks. The data outlines a four-stage progression for integration, highlighting common technical obstacles in context management and multi-model routing. These findings suggest that developers should prioritize reliability and error handling to move beyond experimental use cases.