还真是,gpt 写的测试就是一坨,屁大点事都要写测试,写的还不是啥正经测试,相当于在测试中重新写了一次代码,和哈希整个代码仓库有异曲同工之妙
我发现 GPT 设计的系统,Claude 都难以维护。我有个项目的部署系统,被 GPT 设计成铜墙铁壁了,想要成功部署得闯关重重关卡
之前一直是 GPT 在维护和处理发布,虽然也经常出点小问题,但都能解决
这两天我给他交接到 Claude 了,Claude 用着太爽了,我改了很多 GPT 做的非人类设计
结果发布时吃瘪了,各种门禁通不过,一会缺少这个证据,一会缺少那个证据,跟特么上法庭了一样。最扯的一次是文档改了一行字,被判定为改了源码,不给通过
Claude 前前后后花了得有七八十刀的额度,依旧没有闯关成功
最后只得让他总结日志,发给了 GPT,GPT 看了日志,写了一大段黑话连篇的指导手册,Claude 照着手册终于发布成功了
GPT 能制造并维护这种系统,在某种程度上确实比 Claude 牛逼多了🤣
这特么就是极致的防御式编程,让你不得不一直订阅 ChatGPT
🎉大家 1024 快乐! Lody 上线了推荐邀请活动!
现在邀请朋友,他将获得首笔的 8 折优惠,其中实付款的 25% 将作为奖励金返还给你,可以无门槛地抵扣后续订阅费用。
转发此推文,还将抽取 10 位赠送会员,享受周末吧!
28号之后将回到常态推荐奖励,新人首笔 9 折优惠,20% 返利。
💻 1024 Code together, Get rewarded. lody.ai 's referral is live!
Oct 24–28, friends get 20% off their first payment. You get 25% of their payment in Lody credit.
After Oct 28: back to 10% off / 20% credit.
Grab your referral link in Settings → Billing and invite a friend.
我要改变一下对 Codex 设计能力不好的看法。
他很好,可能只是你方法用的不对
ryugi.innei.dev/a/KzSKJsMo2P…
想到一个很有趣的点子
看看能不能让 ai 真正参与到我的生活中而不是只帮我写代码🧐
iCTRL is now open source. ⚡
It's the iPhone automation tool we built to test Open Minis, and it turns out to be useful for far more than testing.
Built on XCUITest, but designed for AI agents: Codex, Claude Code, Hermes, OpenClaw and Minis can tap, type, read the screen and launch apps on your iPhone or iPad, over Wi-Fi or right on the device.
🧠 Ships with its own Skill: an agent that only knows the IP address learns how to drive the phone by itself
👀 Sees more: built-in OCR reads web views and custom-drawn text
🤖 Built for unattended runs: errors tell the agent what to do next, so it doesn't get stuck
🖥️ Watch live: stream the screen to your browser while it works
📡 Pair once, then go wireless: set it up one time, and from then on your agent drives the phone over Wi-Fi
One sentence is all it takes: "Open Trip.com on my iPhone and find an eSIM for China."
github.com/OpenMinis/iCTRL
RieN7🍋🟩 retweeted
iCTRL is now open source. ⚡
It's the iPhone automation tool we built to test Open Minis, and it turns out to be useful for far more than testing.
Built on XCUITest, but designed for AI agents: Codex, Claude Code, Hermes, OpenClaw and Minis can tap, type, read the screen and launch apps on your iPhone or iPad, over Wi-Fi or right on the device.
🧠 Ships with its own Skill: an agent that only knows the IP address learns how to drive the phone by itself
👀 Sees more: built-in OCR reads web views and custom-drawn text
🤖 Built for unattended runs: errors tell the agent what to do next, so it doesn't get stuck
🖥️ Watch live: stream the screen to your browser while it works
📡 Pair once, then go wireless: set it up one time, and from then on your agent drives the phone over Wi-Fi
One sentence is all it takes: "Open Trip.com on my iPhone and find an eSIM for China."
github.com/OpenMinis/iCTRL
We’re excited to open-source iCTRL soon — the internal iPhone automation tool we’ve relied on to develop, test, and polish Open Minis. 📱⚡
iCTRL lets any AI agent safely and efficiently control an iPhone — either wirelessly over the local network or directly on-device.
Like WebDriverAgent, it’s built on Apple’s native XCTest framework, but engineered for the LLM era:
⚡ Blazing performance: Near-instant execution & lower latency
🧼 Agent-friendly APIs & Skills: Cleaner view hierarchy designed for maximum token efficiency
🔒 Safe & reliable: No jailbreak required, strict sandbox boundaries
But iCTRL is far more than a testing suite — it turns your iPhone into an actionable surface for daily agent workflows.
Just ask your agent:
"Hey Minis, I want to travel to China. Open the Trip.com app on my iPhone and find an eSIM available in China."
Stay tuned — repo coming to GitHub soon!
















