Aaron Nam
The 10x AI Operator
I help non-technical business professionals learn to vibe engineer using Claude Code with the aim of helping them get the most out of these tools that are enabling all of us to work faster and to build faster.
I'm Aaron Nam, a Claude Code enthusiast and business operator who believes AI coding agents can be leveraged by non-engineers to build real software that solves real business problems.
Aaron Nam
Featured
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Claude Code Is Misnamed
Published:Claude Code isn't a coding tool. It's a general agent that happens to be good at coding. That reframing changes what you think is possible.
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Jevons Paradox and Knowledge Work
Published:Aaron Levie's piece on Jevons Paradox offers a useful frame for what's happening with AI agents—efficiency doesn't reduce work, it unlocks work that wasn't possible before.
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Capturing the 'How' and 'Why': Using Claude Skills to Build Your Personal Context Graph
Published:Companies have systems of record, but not systems for reasoning. I've been using Claude Skills to capture the tacit knowledge—the 'how' and 'why'—that usually lives only in our heads.
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Why AI Tools Fail Without Active Management
Published:The uncomfortable truth about extracting value from AI vendors in 2024. Why the established SaaS playbook doesn't work for AI tools, and what both buyers and builders need to do differently.
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Voice AI Sales Agents: From 60-Hour Response Times to Instant Lead Qualification
Published:How we're solving the Friday night lead problem with voice AI agents that qualify, book, and update your entire sales stack in real-time. A breakdown of building ISR agents that never sleep.
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From Outline to Executive Deck in 5 Minutes: How I Use AI to Build Slides
Published:Building slides has been a pain point since my Bain days. Here's the AI workflow that finally changed that - from strategic outline to polished deck in minutes.
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Building Voice AI Agents for Calendar Management: A Technical Deep Dive
Published:How we're using voice AI to solve one of the most tedious admin tasks. A technical breakdown of building calendar management agents with LiveKit, MCPs, and modern AI models.
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My AI Assistant Recommendations: A June 2025 Check-In
Published:Which AI assistant should you use every day? Here's my current ranking of Claude, ChatGPT, and Google AI Studio based on real testing and business use cases. A snapshot that will be outdated by December, but useful for now.
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From ChatGPT to Vibe Coding: Shifting from AI Consumer to AI Creator
Published:Most business professionals have mastered ChatGPT for basic tasks. The real competitive advantage lies in the next step: using AI coding agents to build actual working solutions. Here's how to make that strategic shift.
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