# Adaline 2.0：AI智能体自我改进层

- 来源：Chubby♨️ (@kimmonismus)
- 发布时间：2026-06-14 00:05
- AIHOT 分数：45
- AIHOT 链接：https://aihot.virxact.com/items/cmqckm1jq000osl158df3ktv9
- 原文链接：https://x.com/kimmonismus/status/2065827827614613529

## AI 摘要

Adaline 2.0 是一个智能体自我改进层，将生产流量 trace 聚类为真实行为，自动暴露问题并生成 evals 和数据，每天编写数百条新 eval。然后生成更强的智能体候选并测试，最终由用户审查通过后才发布。不同于普通仪表盘，它实现了真正的自动迭代，且保留人工最终审批权。

## 正文

Went in expecting another trace dashboard. Instead Adaline reads the production traffic nobody on the team has time to read， clusters it into real behaviors， and writes hundreds of fresh evals against them every day.

Then it assembles the stronger agent candidates and hands them to you.
And the smart part： nothing ships until you sign off. That's the first "self-improving" pitch that actually holds up.

### 引用推文

> Arsh Shah Dilbagi：Introducing Adaline 2.0 - The Agent Self-Improvement Layer Adaline turns Traces into Behaviors, Behaviors surface Issues, Issues become auto-generated Evals + D...