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    Posts by Scott McMahan

    Home » Archives for Scott McMahan
    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.
    How to document ai model behavior

    How to Document AI Model Behavior for Non-Technical Stakeholders

    How to document AI model behavior for non-technical stakeholders is a question more technical writers are hearing every week. Executives, auditors, and product owners need to understand what a model does without having to…
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    Posted by Scott McMahan August 11, 2026
    ai-powered feature store in production

    AI-Powered Feature Stores in Production: What Data Engineers Actually Need

    AI-powered feature stores in production have moved from a nice diagram in a slide deck to a real piece of infrastructure that teams rely on every day. Data engineers no longer get to treat…
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    Posted by Scott McMahan August 10, 2026
    AI job interview questions

    AI Job Interview Questions You’ll Actually Be Asked in 2026 (With Sample Answers)

    A few years ago, AI questions in interviews were mostly reserved for engineering roles. That has changed fast. AI Job Interview Questions You'll Actually Be Asked in 2026 now show up across job families…
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    Posted by Scott McMahan August 9, 2026
    how AI is changing M&A strategy

    How AI Is Changing M&A Strategy: Due Diligence in the Age of Intelligent Systems

    Deal teams have always drowned in paperwork during due diligence, sorting through contracts, financial statements, and disclosures under brutal time pressure. How AI Is Changing M&A Strategy starts with that exact bottleneck, since AI…
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    Posted by Scott McMahan August 8, 2026
    AI project communication plans

    AI Project Communication Plans That Update Themselves: A PM Playbook

    Every project manager knows the drill. Write the communication plan, distribute it, then spend the rest of the project chasing updates and drafting status emails that eat entire afternoons. AI Project Communication Plans That…
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    Posted by Scott McMahan August 7, 2026
    geopatriation for security teams

    Geopatriation for Security Teams: Sovereign Cloud Strategy to Reduce Geopolitical Risk

    Security leaders have a new term to learn this year, and it is worth understanding fast. Geopatriation for Security Teams describes the strategic move of workloads and data away from global hyperscale clouds toward…
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    Posted by Scott McMahan August 6, 2026
    how o become an AI engineer in 2026

    How to Become an AI Engineer in 2026: The Complete Developer Roadmap

    Developers keep asking the same question this year, and it usually sounds something like this. How do I move from writing regular software to building AI-powered products people rely on? How to Become an…
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    Posted by Scott McMahan August 5, 2026
    AI translation quality for technical docs

    AI Translation Quality for Technical Docs: Benchmarks That Actually Matter

    Localization teams have been drowning in AI translation options lately, and picking the right one feels harder than it should. AI translation quality for technical docs cannot be judged the same way you would…
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    Posted by Scott McMahan August 4, 2026
    ETL Developer to AI engineer career path

    ETL Developer to AI Engineer: The Practical Transition Path

    If you spend your days building extract, transform, and load pipelines, you already have more AI engineering skills than you might realize. The move from ETL Developer to AI Engineer is not some giant…
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    Posted by Scott McMahan August 3, 2026
    best AI certifications for career growth

    Best AI Certifications for Career Growth in 2026: What Pays Off and What Doesn’t

    Sorting carefully through all of the many available Best AI Certifications for Career Growth in 2026 can feel genuinely overwhelming quite fast for almost anyone, mostly because the market itself is genuinely flooded with…
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    Posted by Scott McMahan August 2, 2026

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