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Thoughts, ideas, and lessons from my projects and experiences.

One Person, Open Source, and AI: My Software Factory
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One Person, Open Source, and AI: My Software Factory

22 November 2025

Most people start by building an app. I decided to start by building the factory behind every future app. Here's how I built my own platform as a one-person AI software company.

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Why I Intentionally Build in Red Oceans
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Why I Intentionally Build in Red Oceans

22 November 2025

When most people talk about startups, they talk about "Blue Oceans" — creating brand new markets with no competition. But I intentionally work in Red Oceans, and here's why they're perfect for a solo founder with an AI-augmented development pipeline.

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Plateau or Breakthrough? The Hidden Potential of Self-Improving AI
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Plateau or Breakthrough? The Hidden Potential of Self-Improving AI

15 November 2024

Are we reaching the limits of current AI? Scaling models bigger isn't giving us the same boost anymore—but that might be a good thing. Enter self-improving AI: systems that learn to enhance themselves, coding better versions autonomously. It's exciting, risky, and maybe exactly what we need for a breakthrough. Are we ready for AI that takes evolution into its own hands?

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Multimodal AI: Building Smarter Systems Through Specialized Model Collaboration
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Multimodal AI: Building Smarter Systems Through Specialized Model Collaboration

10 November 2024

Specialized models work seamlessly together, each focusing on what they do best—text, image, audio, or decision-making. Real-time collaboration makes AI smarter, faster, and more adaptable. The future of AI isn't one giant model; it's a network of specialized models working in perfect sync.

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From ChatGPT to Specialized Agents: Where AI is Heading Next
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From ChatGPT to Specialized Agents: Where AI is Heading Next

3 November 2024

AI is evolving quickly—from large language models (LLMs) like GPT-4 to specialized agents. Agents working alongside LLMs help solve challenges like hallucinations, making AI smarter, more reliable, and bringing us closer to AGI.

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Can AI Ever Truly Understand the World Like We Do?
AILLM+3

Can AI Ever Truly Understand the World Like We Do?

14 December 2023

How do humans and AI models really think differently? Humans build a deep 'world model' shaped by experiences, senses, and trial and error, allowing us to understand, adapt, and relate. In contrast, large language models rely purely on statistical patterns from text. Discover how this fundamental difference impacts the way we see the world—and why human intelligence remains uniquely powerful.

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