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  • July 1, 2026

    AI Social Video Automation for Multi-Location Brands

    A project update on building an AI-assisted social video engine with Tyler at TribalCore using Remotion, TypeScript, structured data, and automation for multi-location brand marketing.

  • June 6, 2026

    Building a Private, Local, Zero-Cost, Transcription System on macOS Using AI

    How a local macOS transcription pipeline became durable infrastructure by replacing fragile Python ML tooling with native Metal, keeping audio private, and removing subscription costs.

  • May 15, 2026

    Running Local AI on a 2017 iMac: What Actually Happened

    The iMac That Couldn’t If you’ve been searching for honest, real-world results on running a local AI setup on older hardware, specifically installing Ubuntu on a 2017 iMac and running…

  • May 7, 2026

    Some investor is going to wake up one day and realize how much world-class talent and untapped market cap have been warming the bench inside the US economy.

    That’s the things you don’t know you don’t know problem. And those blind spots? They tend to bite back. Hard. I’ve been an unemployed GenXer for 36 months, with 30…

  • May 1, 2026

    I Built a Private AI Cloud. My Data Is Mine.

    There’s a moment every creative hits when they realize the tool they’re using is also using them. Maybe it’s subtle. A response that sounds a little too polished. A suggestion…

  • April 25, 2026

    From SSH Friction to a Private LLM Cloud: Building a Private, Repeatable Ollama + EC2 Setup

    Setting up a private, cloud-powered LLM environment on AWS sounds straightforward, until you actually do it. What started as a simple goal… “run Agent Zero with Ollama on EC2 without…

  • April 23, 2026

    Designing AI Systems That Actually Work

    I’ve been designing and deploying custom AI agents, not generic tools, but systems built around how individuals and businesses actually work.

  • April 2, 2026

    You Can’t Recreate an AI “Personality” Without Doing This First

    In my last post, I laid out a core problem: AI identity doesn’t survive a simple export/import. You don’t lose the data. You lose the presence. So the obvious next…

  • March 26, 2026

    I’m Starting to Feel Like A “Who in Whoville”

    TL;DR Age bias in hiring is real—but mostly invisible The system protects against it in theory, not in practice Younger professionals aren’t paying attention (yet) This isn’t a rant—it’s a…

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Bert Mahoney

AI Systems Designer & 0→1 Product Builder
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