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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 whi

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How AI Can Make Project How AI Can Make Project Kickoff Meetings More Effective
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How AI Can Make Project How AI Can Make Project Kickoff Meetings More Effective

#ai #projectmanagement #productivity #leadership
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2 min read
AI Data Poisoning: A Growing Threat to Machine Learning
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AI Data Poisoning: A Growing Threat to Machine Learning

#ai #cybersecurity #machinelearning #security
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2 min read
How to Build a Data Science Portfolio That Gets Attention
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How to Build a Data Science Portfolio That Gets Attention

#datascience #portfolio #machinelearning #career
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1 min read
How AI Tools Simplify Video Documentation
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How AI Tools Simplify Video Documentation

#ai #documentation #technicalwriting #tutorial
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2 min read
AI Pair Programming Best Practices for Developers
scott_mcmahan_d085ae6e508 profile

AI Pair Programming Best Practices for Developers

#ai #programming #softwaredevelopment #productivity
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2 min read
Why Project Managers Need Domain-Specific AI Tools
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Why Project Managers Need Domain-Specific AI Tools

#ai #projectmanagement #productivity #automation
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2 min read
AI-Powered Phishing in 2026
scott_mcmahan_d085ae6e508 profile

AI-Powered Phishing in 2026

#ai #cybersecurity #phishing #security
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1 min read
AI Infrastructure Engineering for Production AI Systems
scott_mcmahan_d085ae6e508 profile

AI Infrastructure Engineering for Production AI Systems

#ai #machinelearning #mlops #cloudcomputing
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1 min read
How to Document AI Model Behavior
scott_mcmahan_d085ae6e508 profile

How to Document AI Model Behavior

#ai #machinelearning #documentation #technicalwriting
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1 min read
What It Takes to Run a Feature Store in Production
scott_mcmahan_d085ae6e508 profile

What It Takes to Run a Feature Store in Production

#ai #machinelearning #dataengineering #mlops
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4 min read
# How to Build an AI Project Communication Plan
scott_mcmahan_d085ae6e508 profile

# How to Build an AI Project Communication Plan

#ai #projectmanagement #leadership #productivity
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2 min read
Geopatriation: Why Infrastructure Location Matters to Security Teams
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Geopatriation: Why Infrastructure Location Matters to Security Teams

#cybersecurity #cloud #security #privacy
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2 min read
How to Become an AI Engineer in 2026
scott_mcmahan_d085ae6e508 profile

How to Become an AI Engineer in 2026

#ai #machinelearning #programming #career
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2 min read
How to Improve AI Translation Quality for Technical Documentation
scott_mcmahan_d085ae6e508 profile

How to Improve AI Translation Quality for Technical Documentation

#ai #documentation #technicalwriting #translation
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2 min read
ETL Developers Already Have an AI Engineering Foundation
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ETL Developers Already Have an AI Engineering Foundation

#ai #dataengineering #etl #career
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3 min read
How to Run an AI Project Retrospective
scott_mcmahan_d085ae6e508 profile

How to Run an AI Project Retrospective

#ai #aiprojectmanagement #aigovernance #machinelearning
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3 min read
AI Is Redefining the CISO Role
scott_mcmahan_d085ae6e508 profile

AI Is Redefining the CISO Role

#ai #cybersecurity #security #aigovernance
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2 min read
How AI Can Support Legacy System Migration
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How AI Can Support Legacy System Migration

#ai #softwaredevelopment #programming #legacycode
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2 min read
Content Operations in an AI-First Company
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Content Operations in an AI-First Company

#ai #contentmanagement #technicalwriting #productivity
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3 min read
Using AI for Smarter Resource Capacity Planning
scott_mcmahan_d085ae6e508 profile

Using AI for Smarter Resource Capacity Planning

#ai #machinelearning #projectmanagement #productivity
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2 min read
Why Zero-Day Vulnerabilities Are Difficult to Detect
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Why Zero-Day Vulnerabilities Are Difficult to Detect

#ai #cybersecurity #security #machinelearning
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2 min read
Why AI Orchestration Is Becoming Essential
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Why AI Orchestration Is Becoming Essential

#ai #machinelearning #architecture #automation
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3 min read
Technical Documentation Is Moving Beyond Text
scott_mcmahan_d085ae6e508 profile

Technical Documentation Is Moving Beyond Text

#devrel #documentation #ai #contentstrategy
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2 min read
Protecting Data During Processing
scott_mcmahan_d085ae6e508 profile

Protecting Data During Processing

#confidentialcomputing #datascience #datasecurity #ai
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2 min read
AI Is Changing Hybrid Project Management
scott_mcmahan_d085ae6e508 profile

AI Is Changing Hybrid Project Management

#ai #projectmanagement #agile #productivity
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2 min read
Cybersecurity for AI Agents: Protecting Autonomous AI Systems
scott_mcmahan_d085ae6e508 profile

Cybersecurity for AI Agents: Protecting Autonomous AI Systems

#agents #ai #cybersecurity #agentsecurity
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2 min read
AI Is Changing How Developers Prepare for System Design Interviews
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AI Is Changing How Developers Prepare for System Design Interviews

#ai #softwaredevelopment #systemdesign #softwareengineering
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1 min read
How to Build a Technical Writing Career in the AI Era
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How to Build a Technical Writing Career in the AI Era

#ai #devrel #career #documentation
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1 min read
AI Is Changing How Fraud Detection Works
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AI Is Changing How Fraud Detection Works

#ai #cybersecurity #machinelearning #devops
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2 min read
Building AI Is Only Half the Challenge
scott_mcmahan_d085ae6e508 profile

Building AI Is Only Half the Challenge

#ai #machinelearning #softwaredevelopment #automation
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1 min read
AI Models Face More Than Traditional Cyber Threats
scott_mcmahan_d085ae6e508 profile

AI Models Face More Than Traditional Cyber Threats

#ai #cybersecurity #machinelearning #security
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1 min read
Vibe Coding Is Fast. Production Engineering Is Different.
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Vibe Coding Is Fast. Production Engineering Is Different.

#ai #softwaredevelopment #coding #programming
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1 min read
Docs as Data: Why AI Changes How We Write Documentation
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Docs as Data: Why AI Changes How We Write Documentation

#ai #documentation #webdev #machinelearning
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2 min read
Building a Career as a Deep Learning Engineer
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Building a Career as a Deep Learning Engineer

#ai #machinelearning #deeplearning #career
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1 min read
AI Is Making Sprint Planning Smarter
scott_mcmahan_d085ae6e508 profile

AI Is Making Sprint Planning Smarter

#ai #agile #softwaredevelopment #productivity
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1 min read
AI SecOps Automation
scott_mcmahan_d085ae6e508 profile

AI SecOps Automation

#ai #cybersecurity #devsecops #security
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1 min read
GitHub Copilot vs Cursor vs Claude Code: Choosing the Right AI Coding Assistant
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GitHub Copilot vs Cursor vs Claude Code: Choosing the Right AI Coding Assistant

#ai #programming #softwaredevelopment #productivity
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2 min read
AI Generated Content Detection Is Not as Simple as It Sounds
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AI Generated Content Detection Is Not as Simple as It Sounds

#ai #machinelearning #cybersecurity #webdev
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1 min read
Building an AI Factory: The Foundation for Scalable Enterprise AI
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Building an AI Factory: The Foundation for Scalable Enterprise AI

#ai #machinelearning #devops #architecture
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2 min read
Managing AI Vendors as a Project Manager
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Managing AI Vendors as a Project Manager

#ai #projectmanagement #machinelearning #productivity
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1 min read
PromptFlux and LLM-Aware Malware: AI Is Changing Cybersecurity
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PromptFlux and LLM-Aware Malware: AI Is Changing Cybersecurity

#ai #cybersecurity #llm #security
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1 min read
AI-Native Testing Is Changing How We Validate Software
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AI-Native Testing Is Changing How We Validate Software

#ai #testing #qualityassurance #softwareengineering
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2 min read
Writing for Domain-Specific LLMs: Why Documentation Is Becoming an AI Asset
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Writing for Domain-Specific LLMs: Why Documentation Is Becoming an AI Asset

#ai #devrel #llm #documentation
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2 min read
Machine Learning Engineer vs Data Scientist: Understanding the Difference
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Machine Learning Engineer vs Data Scientist: Understanding the Difference

#ai #machinelearning #datascience #mlops
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2 min read
AI Project Risk Register Automation
scott_mcmahan_d085ae6e508 profile

AI Project Risk Register Automation

#ai #projectmanagement #riskmanagement #automation
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2 min read
Agentic AI Threat Modeling: A New Security Challenge for Developers
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Agentic AI Threat Modeling: A New Security Challenge for Developers

#cybersecurity #agenticai #threatmodeling #ai
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2 min read
Domain-Specific LLMs Are Changing AI Code Generation
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Domain-Specific LLMs Are Changing AI Code Generation

#ai #llm #webdev #programming
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2 min read
API Documentation in the Age of AI
scott_mcmahan_d085ae6e508 profile

API Documentation in the Age of AI

#api #devrel #ai #documentation
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2 min read
AI Infrastructure Engineers: The Hidden Force Behind Enterprise AI
scott_mcmahan_d085ae6e508 profile

AI Infrastructure Engineers: The Hidden Force Behind Enterprise AI

#ai #machinelearning #devops #cloudcomputing
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2 min read
Using AI for Stakeholder Analysis
scott_mcmahan_d085ae6e508 profile

Using AI for Stakeholder Analysis

#ai #projectmanagement #leadership #productivity
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2 min read
How AI Attackers Are Using Agents
scott_mcmahan_d085ae6e508 profile

How AI Attackers Are Using Agents

#ai #cybersecurity #security #machinelearning
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2 min read
How AI Is Restructuring Software Engineering Teams
scott_mcmahan_d085ae6e508 profile

How AI Is Restructuring Software Engineering Teams

#ai #softwareengineering #agents #productivity
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2 min read
Technical Writers Can Use AI Agents Today
scott_mcmahan_d085ae6e508 profile

Technical Writers Can Use AI Agents Today

#devrel #ai #documentation #productivity
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2 min read
Domain-Specific LLMs for Data Science
scott_mcmahan_d085ae6e508 profile

Domain-Specific LLMs for Data Science

#ai #datascience #llm #machinelearning
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2 min read
Multi-Agent Workflows in Project Management
scott_mcmahan_d085ae6e508 profile

Multi-Agent Workflows in Project Management

#ai #projectmanagement #productivity #automation
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2 min read
AI Security Platforms Explained
scott_mcmahan_d085ae6e508 profile

AI Security Platforms Explained

#ai #cybersecurity #machinelearning #security
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1 min read
Confidential Computing for Developers
scott_mcmahan_d085ae6e508 profile

Confidential Computing for Developers

#security #cloud #programming #devops
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2 min read
Technical Writing for AI Products
scott_mcmahan_d085ae6e508 profile

Technical Writing for AI Products

#ai #devrel #documentation
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2 min read
Multi-Agent Systems Are Changing Data Engineering
scott_mcmahan_d085ae6e508 profile

Multi-Agent Systems Are Changing Data Engineering

#ai #machinelearning #datascience #automation
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2 min read
AI Is Redefining the PMO
scott_mcmahan_d085ae6e508 profile

AI Is Redefining the PMO

#ai #projectmanagement #pmo
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2 min read
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