Scott McMahan, Author at AI Transformer Online

AI Software Architecture Planning

Getting Started with AI Software Architecture Planning Software development has never moved faster than it does right now. Teams are expected to ship more features, handle greater scale, and maintain cleaner codebases simultaneously. That…

Scott McMahan March 4, 2026

AI Documentation Automation Strategies That Preserve Accuracy

If you have spent any time managing technical documentation, you already know how fast things go sideways. One product update sneaks through, and suddenly three different pages contradict each other. So when AI documentation…

Scott McMahan March 3, 2026

AI Data Science Workflow Optimization for 2026

How AI Is Reshaping the Modern Data Science Process Artificial intelligence is reshaping the modern data science workflow. Not by eliminating the lifecycle that practitioners have relied on for years, and not by replacing…

Scott McMahan March 2, 2026

From Gantt Charts to AI Tools for Project Managers: The Modern PM’s Toolkit

Project management has always been about juggling complexity. Keeping timelines on track, managing people, balancing budgets, and somehow still finding time to think strategically. For decades, the Gantt chart was the PM's best friend.…

Scott McMahan February 27, 2026

AI-powered Cyber Threats 2026: What Security Teams Need to Know

The conversation inside most security operations centers has shifted in the last year. It used to be about keeping up with human attackers who were clever, motivated, and organized. Now, those attackers have handed…

Scott McMahan February 26, 2026

AI-Driven Business Growth Through 2030, According to IBM Study

The January 2026 study by IBM points to a clear trend around AI-driven business growth through 2030. Most business leaders are no longer just curious about artificial intelligence. Instead, they increasingly see it as…

Scott McMahan February 26, 2026

Building AGI Beyond Language Models

Large language models (LLMs) such as ChatGPT, Claude, and Gemini dominate AI headlines, but building AGI beyond language models is where the most serious research energy is now flowing. Other approaches are progressing steadily,…

Scott McMahan February 25, 2026

From documentation writer to knowlege architect

From Technical Writer to Knowledge Architect: Your New Role

If you have spent your career writing documentation, something has been shifting under your feet. The shift did not happen overnight. It started with smarter search tools, then with content management systems that could…

Scott McMahan February 24, 2026

AI-Assisted Math Proof Goes Public

A piece in 36Kr Europe argues that AI is beginning to take on a new role in mathematics. Instead of acting only as a calculator or a tutor, it is increasingly being treated as…

Scott McMahan February 23, 2026

How Developers Become AI Orchestrators

If you have been writing software for any length of time, you have almost certainly felt a quiet shift in the air over the past couple of years. The tools changed first, then the…

Scott McMahan February 23, 2026