# Adaline 2.0 发布：AI 智能体自我改进层

- 来源：Rohan Paul (@rohanpaul_ai)
- 发布时间：2026-06-14 00:53
- AIHOT 分数：65
- AIHOT 链接：https://aihot.virxact.com/items/cmqcm3gvz0009slvimo8le7qk
- 原文链接：https://x.com/rohanpaul_ai/status/2065839865347092502

## AI 摘要

Adaline 2.0 推出 AI 智能体自我改进层，将生产流量和用户反馈痕迹自动转化为行为聚类，进而生成评估（Evals）、合成边缘场景数据，并基于此产出新的智能体候选版本。开发者只需审核胜出版本即可上线。该工具无需人工逐条检查异常对话，可自动发现人类难以想到的评估用例。

## 正文

Adaline just launched a self-improvement layer for AI agents that turns messy production traces into fresh evals， synthetic edge cases， and better agent candidates for humans to approve.

I expected it to be a regular trace viewer， but it is reading my production traffic and building evals I would never have considered.

It reads production traffic and user feedback， then clusters the mess into recognizable agent behaviours rather than asking a human to manually inspect every strange conversation.

### 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...