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    Posts by Scott McMahan

    Home » Archives for Scott McMahan » Page 7
    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.
    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
    ai project kickoff meeting

    How to Run a Project Kickoff Meeting With AI Support

    The first meeting on any project sets the tone for everything that follows, yet many teams still walk into a kickoff with a blank agenda and a vague sense of what needs covering. A…
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    Posted by Scott McMahan August 21, 2026
    ai data poinsoning

    How to Secure AI Training Data From Poisoning Attacks

    Every model is only as trustworthy as the data that trained it, and that simple fact has turned into a serious security problem. AI data poisoning is no longer a theoretical concern discussed in…
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    Posted by Scott McMahan August 20, 2026
    build a data science portolio

    How to Build a Data Science Portfolio That Gets You Hired in 2026

    Breaking into data science has never come down to a degree alone, and in 2026 that is truer than ever. Hiring managers now sort through hundreds of resumes that all list similar coursework and…
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    Posted by Scott McMahan August 19, 2026
    AI video documentation

    How to Create Video Documentation With AI Tools

    AI video documentation helps technical writers produce clear how-to guides faster while keeping content accurate and up to date.Technical writing teams are under constant pressure to explain complex products fast, and static screenshots rarely…
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    Posted by Scott McMahan August 18, 2026
    ai pair progrmming best practices

    AI Pair Programming Best Practices for Teams in 2026

    Software teams everywhere have picked up AI pair programming, and the shift happened fast. Most developers now write code alongside an AI assistant instead of typing every line on their own. This mix of…
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    Posted by Scott McMahan August 17, 2026
    ai salary negotiation guide 2026

    AI Salary Negotiation Guide 2026: PwC Says AI Skills Add 56%, Here’s How to Use That

    AI Salary Negotiation Guide 2026 starts with a number worth knowing before any conversation with a hiring manager or a current employer. PwC's Global AI Jobs Barometer found that workers with verified AI skills…
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    Posted by Scott McMahan August 16, 2026

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