Vercel教你给Agent加自我改进能力，直接反思运行记录自动优化提示和技能，省得手动调了。
在eve.dev部署到Vercel后，Agent可以自动摄取运行痕迹，通过内建的可观测性反思过去运行。它能识别低效、错误、冗余工具调用，并生成新的提示和技能。Vercel开发者现可通过MCP和CLI使用Agent Runs功能。
Agentic self-improvement. Give your agent the ability to introspect its past runs, spot inefficien...
Agentic self-improvement. Give your agent the ability to introspect its past runs, spot inefficiencies, errors, redundant tool calls, and produce new prompts and skills. That’s why agent observability is built-in when you deploy eve.dev to Vercel. Vercel Developers @vercel_dev Agent Runs are now available on MCP and CLI. @evedev_ traces are automatically ingested and made available to agents. Run 𝚟𝚌 𝚊𝚐𝚎𝚗𝚝-𝚛𝚞𝚗𝚜 --𝚑𝚎𝚕𝚙 o vercel.com/changelog/agen… t.co/YxGxXTxPO1 🔗 View Quoted Tweet 💬 4 🔄 2 ❤️ 43 👀 3749 📊 8 ⚡