Shek

Co-Founder of

[Shek @ShekOMP]

Many AI apps are adopting similar hotkeys and workflows. It's not accidental — they're competing for market share by building familiar habits.

[Google Gemini @GeminiApp]

Get tailored help for what's on your screen using the Gemini app for macOS. 💻

Simply press both Command ⌘ keys at the same time to seamlessly attach your active window to the chat, without needing to take manual screenshots or switch tabs.

[Shek @ShekOMP]

busy

[Shek @ShekOMP]

Understanding gives thinking a direction. Thinking gives understanding depth.

[Andrej Karpathy @karpathy]

This is the the quote I've been citing a lot recently.

[Shek @ShekOMP]

@thsottiaux Googe drive plugin don't have write access

[Shek @ShekOMP]

Wow, @zocomputer updates really fast.

So many new integrations already.

[Shek @ShekOMP]

@joannakurylo @zocomputer You’re too kind! It was great meeting you too. Singapore is even better when it brings good people together 🙌

[Shek @ShekOMP]

I originally prepared my intro with @MiniMax_AI using my own cloned voice, but time was tight, so I skipped the intro and focused directly on a few real use cases.

[Shek @ShekOMP]

Grateful to have shared at yesterday's "Kill Your SaaS" event.

I have been using @zocomputer for a few months, and it quickly became my most-used daily AI tool.

I use it to write and publish social posts, create videos, build my own dashboard, maintain my own LLM-wiki inspired by @karpathy, build slides, schedule daily AI news, create lead-gen landing pages, and much more.

Someone asked yesterday: how much building time does it take to replace a SaaS?

The honest answer is: it really depends.

But in many cases, you can start with a mature open-source project and ask Codex / Claude Code to customize it for your own specific workflow.

It is not only about saving money. It is about creating a tool that is hyper-personalized for me, the kind of internal system that would normally require hiring an AI team to build.

Because Zo is a cloud computer, you can install almost any open source on it.

For example:

• HyperFrames + FFmpeg for video rendering, then combine it with a SKILL to create marketing videos for your own brand

• Cal. diy for scheduling, then combine it with a SKILL to automatically provide different time-slot selection links for different types of clients

• You can even install Hermes Agent and OpenClaw into it

I've been paying for software as a “service” that never actually served me.

They just gave me a tool to self-serve.

• Canva did not design for you. It gave you a drag-and-drop tool so you could design by yourself.

• Xero did not do your accounting. It gave you a ledger interface so you could do it yourself.

But today, software powered by AI agents — or even a personal computer — can finally help me complete the actual task.

That’s what a real service should look like.

[Shek @ShekOMP]

@wilsonsfh_ @zocomputer @bytheophana @0thernet @joannakurylo It’s great to see students in Singapore so passionate about learning AI.

[Shek @ShekOMP]

First time successfully joining an AI Meetup in Singapore — and wow, there are events almost every night, nearly all packed. Plus free pizza 🤭

One attendee told me that when the Claude Code team came last time, over 1,000 people showed up.

Tonight’s topic was Personal AI Agents. I shared how I built an LLM Wiki in ZO and used Hyperframes to automate video creation.

First time sharing in English — even after 10 years of training experience, speaking outside my home ground still made me a little nervous.

Funny thing is, the ZO team noticed the growth of Hong Kong users and found my YouTube channel. Since they were in town for ClawCon and AIE, they invited me last-minute to share some personal use cases.

Great vibe, lots of people stayed behind to chat. I think I’ll be joining more AI meetups in Singapore soon.

[Brian Chew @brianchew]

Shek next, a quick sharing on how @zocomputer was used to automate a marketing workflow within it!

They made use of https://t.co/Jfgt3yw5tA to automatically curate news, and automate certain marketing video workflows.

Super cool! 🔥

[Shek @ShekOMP]

@olsenbdnr @xai xAI > _xAI

[Shek @ShekOMP]

@sama Openai Earbuds with camera wen

[Shek @ShekOMP]

If you don't enjoy hassle, just use @zocomputer

[Riley Brown @rileybrown]

OpenClaw starts out very fun, then the headaches start happening after a few weeks.

I’ve talked to many AI agent power users who are also struggling with OpenClaw.

Gateway issues, cronjobs not firing, skills not being used consistently, memory fall off, integrations need re-authentication, oscillating between overeager and undereager, not placing files in the right place. Etc

[Shek @ShekOMP]

@embirico I want a new agent to decide for me, or should it run parallel

[Shek @ShekOMP]

Compaction 是否一個過渡期的技術？

[Viviennn @0xViviennn]

Hermes在周末突然犯蠢，今天修了两个多小时，最后发现是compaction的问题😭

Hermes 有自动compaction的机制：历史太长时，会调用 auxiliary.compression.model 生成 summary，然后删
掉一部分旧对话，把 summary 塞回上下文里。

问题是：如果这个 summary 模型配置错了、不可用、或者 provider 调用失败，压缩器会报错，但流程不会
停。它还是会删掉选中的历史 turn，然后插入一个静态 fallback placeholder。
也就是说：还没有生成真正的 summary，历史已经被删了。

更麻烦的是，这个失败只写进 agent.log。如果你是通过 Telegram / Discord / Slack 这些 gateway 在用
Hermes，用户侧完全没有提示。你会以为 compaction 正常完成了，但其实上下文已经被截断，而且没有
summary 可以补回来。

这类问题对 agent 很致命，因为它不是“报错失败”，而是“静默成功”。用户继续聊天的时候，只会感觉 agent
突然断片，但不知道原因。

修法大概是：当 summary generation 失败并 fallback 时，把这个状态显式传出来，让 gateway 用户能看
到 warning。

包括两种路径：

1. 自动触发的 auto-compaction
2. 用户手动调用的 /compress

warning 里会说明这次丢了多少 turn，并提示检查 auxiliary.compression.model 配置。

已提 PR，救救天才：
https://t.co/qbY5uT2BvS

@Teknium @NousResearch

[Shek @ShekOMP]

@AI_Jasonyu 看上去是 Manus 的简化版

[Shek @ShekOMP]

@ajambrosino May i know the difference between a
project , GPT and agent ?

[Shek @ShekOMP]

gpt image 2

[Shek @ShekOMP]

@landforce It seems CoWork have sandbox

[Shek @ShekOMP]

@op7418 估计是准备做类似 CoWork 的功能