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    Posts by Scott McMahan

    Home » Archives for Scott McMahan » Page 2
    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.
    cybersecurity for ai agents

    Cybersecurity for AI Agents: Securing Autonomous Workflows in Your Enterprise

    Cybersecurity for AI Agents is now a top challenge because these agents execute actions—such as calling APIs, writing to databases, and triggering workflows—across connected systems with little oversight. This new behavior requires a complete…
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    Posted by Scott McMahan July 16, 2026
    how to use ai for system design interviews

    How to Use AI for System Design Interviews: Frameworks That Get You Hired

    Want to ace system design interviews using AI—without sounding rehearsed? You’re not alone. The format has changed fast, and now interviewers expect candidates to reason about AI alongside classic system design. Let’s break down…
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    Posted by Scott McMahan July 15, 2026
    how to build a technical writing career

    How to Build a Technical Writing Career at an AI Company in 2026

    If you want to know how to build a technical writing career at an AI company in 2026, the short answer is that the job has changed shape rather than disappeared. Writers who once…
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    Posted by Scott McMahan July 14, 2026
    AI for fraud detection

    AI for Fraud Detection: Machine Learning Patterns With Proven Production Results

    AI for Fraud Detection has moved well past the pilot stage. Banks and fintech companies now run machine learning models on every single transaction, scoring risk in the time it takes a shopper to…
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    Posted by Scott McMahan July 13, 2026
    ai infrastructure engineer career guide

    AI Infrastructure Engineer Career Guide: The $150K Role Most People Overlook

    The AI Infrastructure Engineer Career Guide that most people haven't read yet is the one that leads to one of the most underappreciated and well-compensated roles in the entire AI industry right now. While…
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    Posted by Scott McMahan July 12, 2026
    How to Calculate the True ROI of AI Investments

    How to Calculate the True ROI of AI Investments: A CFO and Board-Ready Framework

    Knowing how to calculate true AI ROI is a top challenge for CFOs and boards in 2026. The reason is simple: standard ROI formulas underestimate both returns and costs when used for AI without…
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    Posted by Scott McMahan July 11, 2026
    how to build a business case for AI

    How to Build a Business Case for AI: Templates That Win Executive Approval

    Knowing how to build a business case for AI is one of the most practically valuable skills a project manager or functional leader can develop in 2026. It is also one of the most…
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    Posted by Scott McMahan July 10, 2026
    how to protect ai models from distillation attacks

    How to Protect AI Models From Distillation Attacks: A Security Team Playbook

    Knowing how to protect AI models from distillation attacks is becoming an essential competency for security teams in 2026. Any organization deploying proprietary AI systems at scale now faces this threat. Distillation attacks work…
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    Posted by Scott McMahan July 9, 2026
    vibe coding in production

    Vibe Coding in Production: What’s Real, What’s Risky, and What to Watch

    Vibe Coding in Production is one of the most genuinely polarizing topics in software engineering right now. The debate is worth taking seriously rather than dismissing as hype on one side or moral panic…
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    Posted by Scott McMahan July 8, 2026
    docs-as-data

    Docs-as-Data: Feeding Your Knowledge Base Into LLMs Without Losing Accuracy

    Docs-as-Data is one of the most important concepts technical writers and knowledge management teams need to understand in 2026. Most organizations, however, are still treating their documentation as a publication problem rather than a…
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    Posted by Scott McMahan July 7, 2026

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