关于产品、工程,以及 AI 原生工作的文章。
AI adoption almost always starts with choosing a tool—and ends there. What we learned after failing three times: start with "where is our information dying?", not "what can we automate?"
Note-takers capture words. They don't close clients. The real reason your firm's first-meeting conversion isn't moving, and what would change it.
Slack thread hell isn't a productivity problem. It's an architectural one. Here's why legacy messengers can never be truly AI-native, and what an AI-era workspace actually looks like.
Beautiful visuals leave an impression. They don't close contracts. Whether you run a small atelier or a global firm, the mechanism that turns a first client meeting into a signed contract is the same.
[For lawyers] Note-takers capture words. They don't close clients. The real reason your firm's first-meeting conversion isn't moving, and what would change it.
Slack、Discord、WhatsApp 都不是为完成工作而生的工具。这一点我们都心知肚明。那为什么我们还在试图让它们承担这件事?
180,000 GitHub stars in a few weeks. Andrej Karpathy calling it "the most incredible sci-fi takeoff-adjacent thing" he's seen. Developers setting up Mac Minis just to run a personal AI agent 24/7.
WhatsApp is amazing at one thing: talking.
AI Project Managers are everywhere.
Teams don’t fail because they can’t work.
Jira is powerful.
Project Management Automation: What Works and What Doesn’t
(Without Replacing the PM)
Slack changed how teams communicate. But communication is not execution.
Conversations happen fast
In the fast-paced world of startups, there's a common misconception that success hinges on having a revolutionary idea. But after years of working with startups and observing countless failures and su
Building the kind of product people truly want takes time . And when you’re constantly doing something, it’s easy to fall into the trap of thinking:
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Every week, a new app claims to “summarize your meetings with AI.” You turn it on, it listens quietly, and then you get a nice paragraph recap of what was said. It feels smart until you realize… n
It may look like a chat app , but that’s just the skin. We chose chat because it’s the most natural and familiar way people already work. The difference? With Markhub, every conversation can insta
Monday.com is a project management tool at its core. You set up boards, input tasks, and track projects. It’s structured, but also rigid.
Slack is great for chatting. But when it comes to actually getting work done , it falls short. Here’s why Markhub isn’t just another chat app but the smarter way to run projects.
One of the questions I hear most often as a founder is: “There are already so many big players in the market how can you possibly win?”
We weren’t building SaaS, and we certainly weren’t thinking about AI. One day, a client asked us to design a poster. We completed it, revised it based on their feedback, and sent it over.
If you work on a team, you hear or ask these questions every day.
Hello, my name is Dong-Yoon Shin, and I’m the founder of MARKHUB. I’m writing to you from a place you probably know well: your team’s past.
Communication only matters when it turns into execution. That’s why Markhub isn’t just another productivity app it’s a conversation-to-execution operating system.