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A Money-Losing Vending Machine and the Future of AI Economics It Reveals

A Money-Losing Vending Machine and the Future of AI Economics It Reveals

Last week, Anthropic released a video documenting their experiment of having Claude
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Ming-Cheng Ho
When Models Absorb Uncertainty: The Economic Inevitability of AI Agents Replacing Human Labor

When Models Absorb Uncertainty: The Economic Inevitability of AI Agents Replacing Human Labor

Enterprise decision-makers face a choice. On one side of the scale sits
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Ming-Cheng Ho
When We Design AI Agents, What Kind of "Self" Are We Designing?

When We Design AI Agents, What Kind of "Self" Are We Designing?

When engineers design AI Agents, they encounter what appears to be a
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Ming-Cheng Ho
Logic Granularity: A Founder’s Blueprint for Reliable Vibe-Coding Workflows

Logic Granularity: A Founder’s Blueprint for Reliable Vibe-Coding Workflows

How to orchestrate AI agents, freeze complexity, and ship faster than teams
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Ming-Cheng Ho
Navigating Incremental vs. Existing Markets in Generative AI: Balancing Product Vision and Practicality

Navigating Incremental vs. Existing Markets in Generative AI: Balancing Product Vision and Practicality

Generative AI has opened new frontiers for indie hackers and startup leaders
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Ming-Cheng Ho
The LLM API War: Strategy, Open Source Advantage, and the Path to Scale

The LLM API War: Strategy, Open Source Advantage, and the Path to Scale

The landscape of large language models (LLMs) has evolved rapidly, with multiple
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Ming-Cheng Ho
Building Taiwan’s Next AI Frontier—A Pragmatic Approach to DeepSeek R1 and Beyond

Building Taiwan’s Next AI Frontier—A Pragmatic Approach to DeepSeek R1 and Beyond

If there’s one thing I learned from growing up in Taiwan
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Ming-Cheng Ho
Navigating Market-Product Fit, Pricing Tiers, and Emerging AI Trends: Lessons from Brian Balfour, OpenAI, and Pictotales

Navigating Market-Product Fit, Pricing Tiers, and Emerging AI Trends: Lessons from Brian Balfour, OpenAI, and Pictotales

In the indie hacker world, we often emphasize building in public—openly
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Ming-Cheng Ho
PictoTales Series 3: My Journey Adapting to Modern Tech Stacks and AI-Driven Development

PictoTales Series 3: My Journey Adapting to Modern Tech Stacks and AI-Driven Development

Welcome to my indie hacker blog series where I share the ups
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Ming-Cheng Ho
Riding the AI Wave, Part 2: How Organization, People, and Culture Empower Solo Indie Hackers

Riding the AI Wave, Part 2: How Organization, People, and Culture Empower Solo Indie Hackers

In our last post, we explored Dr. Li Ji Ren’s 5C
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Ming-Cheng Ho
Fast, Smarter, and Under 500ms—Achieving Real-Time AI with Reflection

Fast, Smarter, and Under 500ms—Achieving Real-Time AI with Reflection

Introduction In the first article, we unpacked how CoT reasoning and agentic
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Ming-Cheng Ho
Reflective Detours and Dynamic Journeys—How CoT + Agentic Flow Fuel AI (and Startup) Growth

Reflective Detours and Dynamic Journeys—How CoT + Agentic Flow Fuel AI (and Startup) Growth

In the indie hacker spirit, I’ve been sharing the wins, losses,
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Ming-Cheng Ho
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