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How to Run an AI Project Retrospective: Capturing Lessons From AI Failures

Learning how to run an AI project retrospective properly has become a genuinely essential, non-negotiable core skill for every project manager running these initiatives this year, mostly because AI projects keep failing at rates…

Scott McMahan July 31, 2026

AI and the CISO Role in 2026: How Security Leadership Is Being Redefined

AI and the CISO Role in 2026 have become nearly impossible to discuss separately at this point. Security leaders who spent an entire career carefully mastering firewalls and incident response now find themselves explaining…

Scott McMahan July 30, 2026

AI for Legacy System Migration: Patterns That Reduce Risk and Rewriting Time

AI for Legacy System Migration has moved from an interesting idea into a practical necessity for most enterprise architects this year. Decades-old mainframes and legacy COBOL systems now sit directly in the way of…

Scott McMahan July 29, 2026

Content Operations in an AI-First Company: What Changes for Technical Writers

Content Operations in an AI-First Company today looks nothing at all like the workflows most technical writers were originally trained on many long years ago—writing and publishing content used to sit squarely at the…

Scott McMahan July 28, 2026

Physical AI and Data Science: Preparing Datasets for Robotics and Autonomous Systems

Physical AI and Data Science are colliding in ways that catch many experienced teams off guard. Robots stocking shelves, autonomous vehicles reading busy city streets, and surgical assistants all depend on datasets that look…

Scott McMahan July 27, 2026

ai automation engineer woman looking at display

AI Automation Engineer: The Entry-Level AI Job With the Fastest Path to $100K

AI Automation Engineer roles are now among the most accessible ways to launch a high-paying AI career. Unlike research-heavy machine learning jobs requiring years of academic specialization, this path values practical skill with automation…

Scott McMahan July 26, 2026

Confidential Computing for Business Leaders: Why IP Protection Now Requires New Infrastructure

Confidential Computing for Business Leaders is not a topic you can safely leave entirely to your technical teams anymore. As your organization feeds proprietary data and valuable models into AI systems, the question of…

Scott McMahan July 25, 2026

AI for Resource Capacity Planning: Matching Team Skills to AI Project Demands

AI for Resource Capacity Planning is quickly solving one of the most stubborn headaches in project management. By using data-driven insights, AI tools help managers assign the right person to the right task at…

Scott McMahan July 24, 2026

Zero-Day Vulnerability Detection With AI: Faster Patching, Less Exposure

Zero-Day Vulnerability Detection With AI has become one of the more urgent conversations in security this year, and for good reason. Attackers now move from discovering a flaw to running a working exploit in…

Scott McMahan July 23, 2026

AI Orchestration Layer Design: Managing Multiple Agents in Production Code

AI Orchestration Layer Design has quickly become the difference between an impressive agent demo and a system that survives real production traffic. Building a single capable agent is genuinely easy these days. Getting five…

Scott McMahan July 22, 2026

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