My AI stack isn't just a list of things I subscribe to. It's a set of tools I use, a foundation I maintain, and a daily driver I built myself.
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Most companies are training people to use AI tools. Very few are training them to think better alongside those tools.
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The agent still produces working code. That's what makes the gaps so dangerous.
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When you can build features in minutes, the PRD has to keep up. It matters more than ever, but the way you maintain it changes completely.
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Explore how repository architecture directly impacts AI agent effectiveness. Agents flourish in structured, intentional, predictable environments.
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How organizations should implement AI thoughtfully rather than recklessly. Critical risks in deploying unstructured chat interfaces and structured prompting as a solution.
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Exploring the limitations of AI-assisted coding tools like Cursor, and why experienced programmers remain essential despite automation advances.
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Engineering-trained professionals excel at crafting AI prompts because they think in structured, linear pathways that AI can follow.
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Exploring why AI systems struggle with memory retention in conversations and how to build effective conversational AI with traditional software engineering practices.
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