编码代理

小米 18 Pro Max 首发评测：最好的小米手机，也是最好玩的小米手机

📌 一句话摘要 小米 18 Pro Max 首发评测，重点介绍其升级的妙享背屏、硬件级防窥屏、双两亿像素影像系统、骁龙 8EE6 处理器及 8500mAh 电池，展现了小米在高端直板机市场的创新与冲高决心。 📝 详细摘要 本文是小米 18 Pro Max 的首发评测。文章指出，小米 18 Pro Max 延续并升级了上一代的「背屏」设计，实现了背屏与镜头玻璃完全水平，并支持 Vibe Coding 自定义卡片。新机还新增了物理 AI 按键，并搭载了基于 M11 基材的硬件级防窥屏，支持局部防窥与智能自动化。硬件配置上，配备双两亿像素镜头（光影猎人 960

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving

An AI coding agent’s patch can pass tests yet fail when the server loads a real model and handles requests. Evaluating changes to inference-serving software therefore requires checking the full serving path, including whether the system returns correct results through its public

Claude Mods 对标 dsh，function hooks 大幅提升可定制性

📌 一句话摘要 作者观察到 Claude Mods 几乎照着 dsh 对标，其 function hooks 显著提升 Claude Code 可定制程度，并采用 koa 洋葱结构可感知前后并修改 TUI 组件。 📝 详细摘要 作者指出中推圈对 Claude Mods 讨论不多，但认为它几乎就是照着 dsh 去对标的。其 function hooks 一下子把 Claude Code 的可定制程度拉得非常高，顺带也冲击了 opencode。作者还提到其采用 koa 洋葱结构，前后可感知，甚至能改 TUI/UI 组件，但坦言暂不清楚具体用途，表示要先研究看

Claude Code reads AGENTS.md only when telemetry is on [fixed]

ResumeContext

Shared memory for coding agents. Discussion | Link

SF October 14th: A Birds of a Feather Session on Agentic Engineering

SF October 14th: A Birds of a Feather Session on Agentic Engineering I'm hosting an evening event with Jesse Vincent in San Francisco on Wednesday 14th October for people who are building weird and interesting things with and on top of coding agents. Think of it as an agentic sho

Coast：用十年经验，给记账这件事一个「终点」

从大学时代入不敷出开始记账，到 10 年后发现记账数据没有被充分利用，再到用 Vibe Coding 把自己的想法做成了一款 App——10 年的记账经验变成了产品设计的基础，而 Vibe Coding 让一个非技术出身的人有能力把这些想法实现出来。 查看全文

Use open weight models as your AI coding agent with Amazon Bedrock

AI coding agents have become a core part of how developers write, debug, and refactor software. Open weight models on Amazon Bedrock now make these agents practical to run privately and cost-effectively. But most options require you to send your proprietary data to a third-party

AI 正在制造 App 过剩时代

你会为 App 付费吗？ 在软件开发的起点已经变成了一句话生成的当下，我们发送诸如像「帮我做一个记账 App」的提示词，Codex 或者其它 Agent 就会自动完成编码、审查、测试、上线和发布等一系列流程。 原本那些因为不会编程、找不到开发者而搁置的想法，如今有了被做出来的机会。 AI 编程工具降低了做应用的门槛，但也把一个老问题更早地摆到了「开发者」面前： 做出来以后，谁会用？ a16z 最新一期数据周报，给「vibe coding 创业潮」泼了一盆冷水：应用供给翻了四倍，需求却纹丝不动；独角兽确实在变年轻，但独立开发者的淘金梦，数据上一个都没有兑现

Quoting voxium

It has been half a month since I started a new role at a big company. Nobody knows anything here. The specs, code, tests, PRDs, tickets, resolution of those tickets, reports, etc., everything is made by Claude Code. Nobody on my team likes this. They are being forced to ship as m

llm-keys-ui 0.1

Release: llm-keys-ui 0.1 This plugin solves a very specific problem. I've started using Codex Remote to run coding agents on various machines while controlling them from my phone. Sometimes I use those machines to hack on LLM projects, and occasionally that means I need to config