Vercel给eve.dev加了agent调试跟踪，能看模型调用、错误和token，开发者福音。
Agent调试困难，因为AI模型行为非确定，且Agent是复杂分布式系统，涉及多个步骤、函数、沙箱及数十个API服务。Vercel团队为eve.dev内置可观测性，支持检查模型调用、工具调用、运行时错误及token用量，已获用户好评。
Agents are particularly hard-to-debug software. For one, and by design, AI models behave in non-de...
Agents are particularly hard-to-debug software. For one, and by design, AI models behave in non-deterministic ways. Even two identical prompts don't always yield the same output. But agents are also complex distributed systems. They involve multiple steps of computation across functions and sandboxes, touching dozens of API services that can go down, rate limit you, etc. Nailing down observability out of the box for eve.dev on Vercel was a key priority for the team, and the feedback so far has been 🔥↓ Vercel Developers @vercel_dev You can now trace and debug eve agent runs with Vercel Observability. Inspect model and tool calls, runtime errors, and token usage in one place. vercel.com/changelog/eve-… 🔗 View Quoted Tweet 💬 9 🔄 2 ❤️ 69 👀 6541 📊 14 ⚡