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    Posts by Scott McMahan

    Home » Archives for Scott McMahan » Page 4
    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.
    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
    90-day ai transformation playbook

    The 90-Day AI Transformation Playbook: A Practical Guide for C-Suite Leaders

    The 90-Day AI Transformation Playbook exists because most executive teams do not need another slide deck about the potential of artificial intelligence. They need a sequence of concrete steps that move their organization from…
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    Posted by Scott McMahan August 15, 2026
    domain specific ai tools for project managers

    Domain-Specific AI Tools for Project Managers: Choosing the Right Stack in 2026

    Domain-Specific AI Tools for Project Managers have moved well past generic chatbots that summarize meeting notes. Project managers now have access to tools built specifically for scheduling, risk forecasting, resource allocation, and stakeholder communication.…
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    Posted by Scott McMahan August 14, 2026
    ai-powered phishing in 2026

    AI-Powered Phishing in 2026: Attacks Are Personalized Now, Here’s How to Defend

    AI-Powered Phishing in 2026 looks nothing like the phishing emails security teams trained employees to spot five years ago. The typos are gone. The generic greetings are gone. Attackers now use AI to study…
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    Posted by Scott McMahan August 13, 2026
    AI infrastructure engineering

    AI Infrastructure Engineering: Building the Backbone Every AI Team Depends On

    AI Infrastructure Engineering has quietly become one of the most important disciplines behind every successful AI product. Models get the headlines, but none of them run without the pipelines, compute clusters, and deployment systems…
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    Posted by Scott McMahan August 12, 2026

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