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范师傅
167 posts
范师傅
@FanShifu
35岁 Non-coder 独立开发｜AI出海 × 一人公司 上一段：逃离体制，卷国内电商（单人单月GMV 60万+） 小红书2个月跑通变现5万 每周复盘：产品·增长·心态·变现 🛠️真实第二曲线路径 → 💰
Katılım Nisan 2026
142 Takip Edilen56 Takipçiler
最近在用手机 codex app 操作设计 sandbank agent（一套基于 deepseek v4 pro + GPT realtime 2 和 VAS 构建的跨沙箱 workspace harness）用 GPT image 2 做了个 sandbank 的宣传图，很可爱！
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Watched this video without skipping a second, absolute masterpiece 🤯
I learnt so many new things just from a 33 mins video which is insane!
Thanks @marclou for giving this banger and motivating us!
LFG 🔥
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@zhangxiaojubtc 前端我是用Open Design生成设计稿，然后再投喂给codex还原，调几次之后复原程度还是不错的。当然前端设计还是Claude更强一些。
Bug 越改越坏，可能是续写逻辑在打架，根据报错重写可能比修改更管用。
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@GoSailGlobal 背靠 X 平台海量的原生数据，Grok 的进化速度一直被严重低估。这几天在用 Grok Build CLI 抓数据做产品分析，Premium+ 有赠送额度，算是省了 X api的钱。
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Musk马斯克 用 Grok Imagine 1.5 生成了一部特洛伊战争预告片
40 秒电影级画面，AI 生成的视频质量已经到了这个水平
xAI 的视频生成能力终于亮相了，直接对标 Sora 和 Veo
从文字到图片到视频，AI 创作的门槛每隔几个月就降一级
你觉得 AI 生成视频离替代真人拍摄还有多远？
Elon Musk@elonmusk
Iliad (Troy) trailer made by Grok Imagine 1.5, which was just released
中文
AI Agent 对比 PC 和移动端不是完全取代的关系。
手机出来没有完全取代PC，但很多事情你可以随时随地处理了；AI Agent 也不会完全取代手机和PC，但很多时候你不需要打开很多App了，直接给 Agent下指令就够了。
宝玉@dotey
通用 Agent 就是未来的操作系统了，就像现在我们操作电脑需要借助操作系统，以后我们跟 AI 通信会通过 Agent OS。 App 会有几种结局： - 消亡：Agent 自己就有能力，不需要独立的 App - 变成 CLI 或者 MCP：搭配 Skill 去让 Agent 调用，用户不需要直接操作 App，Agent 帮助调用 - Agent GUI 插件，或者说 Agent App：有些能力 Agent OS 满足不了的，必须通过 GUI 去手工操作下的，还需要做成插件，按照需要让 Agent 唤起给人临时用一下 在未来一段时间，SaaS 会有个趋势，都要推出 cli + Skill，让 Agent 学会用它，这样才能保住客户，不至于被淘汰掉。
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@ZionFeng3364 补充一个小技巧：在换节点的同时，同步清理浏览器的 IndexDB 和 LocalStorage 。X 会在本地缓存你的上一次 IP 标记，如果不清理，即便换上最干净的住宅 IP，算法还是会标记“这台设备 5 分钟前在垃圾节点的 IP 登录过”，导致数据回升缓慢。
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always have a free plan, love your users
Marc Lou@marclou
Remove your free plan. Free users are leeches. They increase support, server costs, and make you build features your paying customers don’t want. Less than 3% of free users ever convert. VC startups can afford free plans because they’re optimizing for growth, not profit. If you’re an indie founder, never give away your product for free.
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在闲鱼蹲到一个狠人，卖菜单模板，29.9一套，月销200+。
我私他问玩法，他说简单到离谱：
小红书搜“餐饮店 菜单设计”→扒爆款排版→AI生成无版权背景→Canva批量套版。
实体店老板根本不会设计，花29.9买个能直接改字的模板，还觉得自己赚了。
纯躺，自动发货，啥也不管。
中文
𝗔𝗜 𝗩𝗶𝗱𝗲𝗼 𝗶𝘀 𝗻𝗼 𝗹𝗼𝗻𝗴𝗲𝗿 𝗳𝘂𝘁𝘂𝗿𝗲. 𝗜𝘁’𝘀 𝗵𝗲𝗿𝗲.
20 powerful AI tools are now helping creators, brands, and marketers build realistic videos faster than ever.
From cinematic shots to talking avatars, product films, reels, explainers, and virtual presenters — the use cases are exploding.
The brands that learn these tools early will create faster, test faster, and market smarter.
AI will not replace creativity, but it will multiply creative output.
Which AI video tool are you trying first?
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@iam_mian7 Why do 96% of us distrust AI code? Because a single AI can’t self-correct. If we build a multi-agent loop where "creation" and "audit" are architecturally decoupled, could we finally ease the human bottleneck? If one AI can't close the loop, send in a swarm.
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Your AI agent just wrote a few hundred lines in minutes.
Quick , which line has the bug?
Sonar's 2026 State of Code found that 96% of developers don't fully trust AI-generated code, yet only 48% always verify it before committing. AWS CTO Werner Vogels calls the result "verification debt."
That's not a management problem. It's an engineering problem.
Other verification tools read your code and guess. @Test_Sprite opens your app and uses it.
With parallel exploration agents, it maps real user flows, generates a test plan, and validates behavior against the actual product, not just the diff.
Adding another AI to review your AI doesn't close the loop. Using your app does
English
建议把这支片子当作‘反向指标’：每当想意淫产品起飞时就看一遍，然后立刻关掉视频，去后台搜搜用户又在吐槽什么了。反馈循环里的真实，比 NBA 的广告更带感。
Tibo@thsottiaux
It’s time to fly! Excited to share the first short brand film for Codex. Catch it airing during Game 1 of the NBA Finals tonight. youtube.com/watch?v=bJcA23…
中文
跟朋友聊天，他提到去年千问统计的年度Top10提示词，主题如下：
1. 股票
2. 八字
3. 情感咨询
4. 朋友圈文案
5. 景点推荐
6. 双色球号码
7. 失眠
8. 解答这道题
9. 离婚财产分割
10. 人生的意义
总之，感觉用 AI 做 2C 出路很少。
1. 搞钱/省钱/变聪明：直接产生经济回报或能力提升。炒股，折扣购物，副业流水线。
消耗token获得产出物，产出物带来金钱。
2. 懒人向/省时间：刷医院挂号、买火车票、把微信群里老婆交代的10件事自动加进日历和购物车。
愿意付的钱少，因为个人时间不值钱。
3. 情感/养成向，情绪价值：数字分身，宠物，玄学等。
消耗token带来情绪满足
中文
现在连重置理由都这么随意吗？这是要把大家的AI 工作流锁在 Codex 上啊。不过我喜欢😉
Tibo@thsottiaux
Hi. Over the last 24 hours we had three separate small incidents that affected Codex reliability. Those are three too many and we are taking active steps for them to not reproduce. I have reset usage limits for Codex across all paid plans. May the tokens flow again.
中文
Selling at 1x ARR isn't an exit; it’s a massive discount on your future output. If the business hit $8M ARR during the earn-out, the buyer essentially got your most productive 18 months for free.
It’s the ultimate proof that for builders like you, the 'autonomy premium' is worth way more than a premature check.
Glad you’re back to playing the infinite game now.
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Elon almost killed my SaaS when it was making $200k per month
at the time, we felt selling was the best move ever
but after an 18-month earnout, we left in 2024 at:
- $8m ARR
- total package we got: $8m
so yeah, selling was not the greatest move, details 👇
Daniel Berk 🐝@danielcberk
My friend @tibo_maker sold a company for $10M, had an incredibly stressful earn out period, and says he'll never sell another company again. So he built an indie portfolio doing $1M/month to live life however he wants. Moneywise episode live now. youtube.com/watch?v=qxJXR2…
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Agent workflows are shifting from “can it do the task?” to “can I trust the process?”
For non-coders, the unlock is not just more autonomy. It is receipts: what ran, what failed, who verified it, and what it cost. Dynamic workflows without observability feel powerful, but hard to trust.
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