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    Posts by Scott McMahan

    Home » Archives for Scott McMahan » Page 3
    About Scott McMahan
    I’m a technical writer with a data-analysis mindset, specializing in AI-augmented workflows. I turn complex systems into clear documentation and help teams adopt AI in ways that boost productivity while protecting quality, trust, and human judgment.
    N8N Support Triage Agent workflow

    Local AI Development Demo

    I wanted to build a local AI development demo using a mini PC with 64 GB of RAM and a Ryzen 7 GPU. First, I signed up for Spectrum Business Internet. This would let…
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    Posted by Scott McMahan August 31, 2026
    AI solutions architect career path

    AI Solutions Architect Career Path: Skills, Salary, and Growth Outlook

    Every hot job title eventually gets stretched thin by marketing departments, and AI solutions architect is no exception. Underneath the hype sits a real role with real complexity, sitting at the boundary between data…
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    Posted by Scott McMahan August 30, 2026
    board-level AI literacy

    Board-Level AI Literacy: What Directors Need to Know in 2026

    AI stopped being a topic boards could hand off to the IT department a while ago. It now touches strategy, risk, and financial reporting all at once, which means board-level AI literacy has quietly…
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    Posted by Scott McMahan August 29, 2026
    AI budget tracking templates

    AI Budget Tracking Templates for Project Managers

    Budget overruns rarely show up out of nowhere. They build slowly through small approved changes that nobody adds up until the numbers already look bad. A good AI budget tracking template fixes that by…
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    Posted by Scott McMahan August 28, 2026
    zero-trust architecture for AI systems

    Zero Trust Architecture for AI Systems: A Practical Implementation Guide

    Perimeter security stopped making sense years ago, and AI agents make that gap even more obvious. A traditional service authenticates once and performs a fixed task, but an AI agent interprets a goal, chains…
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    Posted by Scott McMahan August 27, 2026
    A/B testing with AI

    A/B Testing With AI: Faster Experiment Design for Data Teams

    Running experiments used to mean weeks of manual setup before you saw a single data point. That timeline is shrinking fast, and it keeps shrinking every quarter as more platforms build automation into the…
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    Posted by Scott McMahan August 26, 2026
    localization workflows for AI products

    Localization Workflows for AI Products: A Technical Writer’s Guide

    Technical writers used to hand off finished docs to a translation vendor and wait weeks for results. That model is fading fast. Building a solid AI localization workflow now sits squarely inside the technical…
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    Posted by Scott McMahan August 25, 2026
    debug AI-generated code

    How to Debug AI-Generated Code: A Developer’s Troubleshooting Guide

    AI tools write a huge share of production code now, but somebody still has to fix it when things go sideways. If you debug AI-generated code for a living these days, you already know…
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    Posted by Scott McMahan August 24, 2026
    negotiate a remote job offer

    How to Negotiate a Remote Job Offer in the AI Job Market

    Remote work has shifted from a rare perk to a standard part of many job searches, and that shift has changed the rules of negotiation. Companies now hire across regions, time zones, and even…
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    Posted by Scott McMahan August 23, 2026
    lead through an ai layoff

    How to Lead Through an AI Layoff: A Leadership Guide for Difficult Transitions

    Layoffs tied to AI adoption have become a defining feature of this year's corporate landscape, touching companies across nearly every industry. For leaders who must deliver the news and then keep a team functioning…
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    Posted by Scott McMahan August 22, 2026

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