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Posts by Scott McMahan

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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 build multiagent systems

How to Build Multiagent Systems: Software Architecture Patterns for 2026

Multi-agent systems have moved from academic research into mainstream software engineering faster than most people expected. If you are building AI-powered applications in 2026, understanding how to build multi-agent systems is quickly becoming a…
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Posted by Scott McMahan May 27, 2026
disinformation security for content teams

Disinformation Security for Content Teams: What Docs Professionals Must Know

Something uncomfortable is happening in the documentation world. AI tools have made it dramatically easier to generate convincing, plausible-sounding content at scale, and that same capability is being weaponized for disinformation. Disinformation security for…
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Posted by Scott McMahan May 26, 2026
agentic AI for data scientists

Agentic AI for Data Scientists: Building Autonomous Analytics Pipelines

The field of data science is evolving rapidly. Agentic AI for data scientists has moved beyond research and is a practical tool teams now use in production. Its promise is significant. Autonomous analytics pipelines…
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Posted by Scott McMahan May 25, 2026
how to become an ai engineer

How to Become an AI Engineer in 2026

If you are a developer looking to level up or a professional from another field looking to pivot, understanding how to become an AI engineer in 2026 is the most career-defining question you can…
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Posted by Scott McMahan May 24, 2026
how to build an ai-native business

How to Build an AI-Native Business: The Executive Strategy Framework for 2026

Knowing how to build an AI-native business is quickly becoming one of the defining competencies separating high-growth organizations from those falling behind. An AI-native business is not simply a traditional company that has bolted…
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Posted by Scott McMahan May 23, 2026
how to manage an AI project

How to Manage an AI Project: Scope, Risk, and Delivery Framework for 2026

If you have recently been handed an AI initiative and found yourself wondering how to manage an AI project without a clear playbook, you are not alone. AI projects behave differently from traditional software…
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Posted by Scott McMahan May 22, 2026
disinformation security strategy

Disinformation Security Strategy: Protecting Your Organization From AI-Generated Fakes

A disinformation security strategy is no longer something only government agencies and media organizations need to think about. In 2026, every enterprise is a potential target. AI-generated fake content, including fabricated executive statements, synthetic…
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Posted by Scott McMahan May 21, 2026
agentic coding with Claude Code

Agentic Coding With Claude Code and Cursor: A Senior Dev’s Honest Review

Agentic coding with Claude Code and Cursor has changed how many senior engineers think about their daily workflow, and I want to give you a real-world take on both tools rather than another hype-driven…
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Posted by Scott McMahan May 20, 2026
AI content authenticity

AI Content Authenticity: Establishing Digital Provenance in Your Docs

AI content authenticity is now a top challenge for technical communicators and content teams. With organizations publishing thousands of documents every week—many created or altered by AI—the question of audience trust is urgent. Digital…
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Posted by Scott McMahan May 19, 2026
become an nlp engineer

How to Become an NLP Engineer: Skills, Salary, and 2026 Roadmap

If you have been wondering how to become an NLP engineer, you are asking one of the smartest career questions of 2026. Natural language processing powers every AI product that reads, writes, or speaks.…
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Posted by Scott McMahan May 18, 2026

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