Ming-Cheng Ho (@MemorysaverMFA) profile picture

Co-founder of iCHEF IndieHacker at All For One, L.L.C Products I built: https://nitter.gq/t.co/jOgMCQZ8tD

Taiwan
Joined July 2009
Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)Photo by Ming-Cheng Ho (@MemorysaverMFA)
Ming-Cheng Ho retweeted
As engineering, product, design, DS, etc. melt into a new kind of role, I was reflecting on what roles might look like in the future. For example, when I look at the Claude Code team I see what I think is five archetypes: 1. Prototyper: comes up with brand new ideas; churns out many ideas, most of which don't ship 2. Builder: quickly turns a prototype/idea into production-grade product/infra 3. Sweeper: cleans up the UI, simplifies the code and system, unships, optimizes performance 4. Grower: takes a product that has been built and iterates on it to improve Product-Market Fit 5. Maintainer: owns a mature system to make it secure, reliable, fast, and efficient as it scales Many people span across 2 roles, and sometimes 3 roles. I also notice that these roles are not really tied to job function -- eg. across Anthropic, some designers match category 1, some 2, some 3; same for engineers, PM, DS. A healthy team needs a mix of these, depending on the product: - A product that is new and pre-PMF needs people that are strong at 1+2+3 - A product that is growing and has found PMF needs 2+3+4 and some 5 - A product that has strong PMF needs 3+4+5 and some 2 Maybe product roles of the future will look more like this, and less like the domain-specific roles of today?
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We’re hosting an AI Builders Meetup with @expo in Taipei next week. Join @kudochien, @MemorysaverMFA, and @thorwebdev as they share insights on building with AI, and enjoy networking over pizza and boba.
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Ming-Cheng Ho retweeted
Say goodbye to Chain-of-Thought. Say hello to Chain-of-Draft. To address the issue of latency in reasoning LLMs, this work introduces Chain-of-Draft (CoD). Read on for more:
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Ming-Cheng Ho retweeted
沒想到真的有這個海洋生物欸,叫「葉羊」or「葉蛞蝓」 也太可愛了吧😍
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1/ We won Grand Prize in LA @Techweek_ Virtual Worlds hackathon, creating a fully-playable RPG in 1 day. We devised a new programming paradigm: Semantic Programming. Generative AI + other tech used: @AnthropicAI @Scenario_gg @BlockadeLabs w/ @Beamable @unity @AILA_Community
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