25万亿token揭示开发者如何真正采用AI代理
原标题：Presentation: What 25 Trillion Tokens Reveal About How Developers Actually Adopt AI Agents
AI 摘要
Kilo Code 创始开发者关系工程师 Brendan O'Leary 在演讲中基于其网关收集的约 25 万亿 token 真实使用数据，分析开发者实际采用 AI 代理工具的方式。他指出行业叙事过度聚焦模型能力与基准分数，而开发者采用更受信任驱动，形成从自动补全到多代理编排的信任阶梯。他提出采用会在上下文构建、模型路由和反馈循环三个技术点可预测地断裂，并认为信任可被度量，但信号随阶梯上升变得更稀疏和延迟。
正文节选
Transcript Brendan O'Leary: My name is Brendan O'Leary. I'm a founding developer relations engineer at Kilo Code. How many people have heard of Kilo Code? That's key, because I'm about to present you a whole bunch of our data. If you don't know who we are, not really helpful. How many have heard of Codex or Claude Code, or OpenCode maybe? What Kilo Code is, is an open-source agentic engineering tool. You can think of it as like a Claude Code or a Cursor, but it's open source. We have surfaces in