PaulShin

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by PaulShin 1y ago
This is a deeply frustrating and energy-draining situation. Thank you for sharing it so candidly. The fact that your motivation has taken a hit is a completely natural and valid response to poor leadership. You are not the problem here. I&#
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by PaulShin 1y ago
You got me. I guess that's my own practical example of the 'human > AI > human' collaboration you described. Jokes aside, this is a fantastic, insightful reply. Thank you. You've given a name to the pain: 'tas
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by PaulShin 1y ago
Great question, and very timely. We've been tackling this exact problem at my startup, Markhub. The cost of hot storage for observability data, especially logs, can quickly become a significant line item. We adopted a tiered approach t
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by PaulShin 1y ago
Great topic. We've moved past simple automation and into the era of orchestration, as you said. But I believe there's another layer to this shift: the move from Horizontal AI Agents to Vertical AI Agents. Horizontal agents (like
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by PaulShin 1y ago
As a founder who also acts as the head of product for our B2B SaaS, Markhub, this is a topic I'm passionate about. Your use cases especially using an LLM to understand an undocumented codebase are very familiar. My biggest pain point w
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by PaulShin 1y ago
This is a fantastic question that gets to the heart of a huge pain point in applied AI. You're not missing something obvious; you've just discovered a gap in the market that we're obsessed with solving at my startup, Markhub.
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by PaulShin 1y ago
Interesting thread. We're building Markhub, a B2B collaboration SaaS, and we have a pragmatic, hybrid approach to our observability stack. Our philosophy is: use open source where it gives us control and flexibility, and use managed Sa
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by PaulShin 1y ago
"Am I a dinosaur?" and "Is anyone else struggling with this?" I think you're asking the most honest questions in our industry. Thank you for this thread. My skill that often feels "out of reach" is buildin
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by PaulShin 1y ago
A fascinating thought exercise. It mirrors a question we obsess over every day at my startup: "In 15 years, what will an 'office' visit look like?" My bet for the gas station: they become high-density "Service Hubs.
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by PaulShin 1y ago
Thank you for writing this. You've perfectly articulated the underlying anxiety that many of us in the industry feel but often hesitate to say out loud. It's easy to feel alienated when the public narrative is dominated by either
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by PaulShin 1y ago
"Am I a dinosaur?" - I think you're asking the most important question for our craft in 2025. Thank you. I lead a team building Markhub, an AI-native workspace, and we have this debate internally all the time. Our conclusion
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by PaulShin 1y ago
That's a great question, as the transcription stack landscape is evolving quickly. As the founder of an AI collaboration platform (Markhub), we've tested several options for our own internal "AI teammate," MAKi. Our stac
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by PaulShin 1y ago
That's the million-dollar question, and you've hit on the key puzzle piece. I believe the answer lies in distinguishing between two different stages of AI development: "Foundational Model Training" vs. "Product-Spe
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by PaulShin 1y ago
Great question. We're building Markhub, an AI-powered collaboration OS, and our stack is a hybrid one, because we believe the "best" model depends entirely on the task. 1. For Heavy, Complex Tasks (Summarization, Code Gen, Cr
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by PaulShin 1y ago
This question brings back memories. For a previous B2B service I ran, we had a client in the manufacturing space with a very specific requirement: "do not touch the server unless it is absolutely critical." It was a simple Node.js
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by PaulShin 1y ago
A fascinating question. As a founder building AI collaboration tools, this is a topic we obsess over daily. You're wondering whether to focus on CS fundamentals or the skill of collaborating with an AI. My take is that this is a false
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by PaulShin 1y ago
I feel this. The market for remote gigs can feel like a race to the bottom if you're just looking on standard platforms. My experience from running a subscription-based design agency taught me one thing: the best, highest-paying "
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by PaulShin 1y ago
Interesting question. As the founder of an AI collaboration platform (Markhub), we live and breathe this problem every day. My take is that the best approach isn't a simple choice between in-house vs. outsourced, but a hybrid model foc