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Nicki Todd argues that AI is shifting competitive advantage from possessing technical knowledge to exercising judgment, and that engineering organizations need both deep specialists and adaptive integrators to remain resilient. Drawing on nearly three decades of technology leadership and graduate research on distributed teams, she offers CTOs four diagnostic...
Governance determines whether AI and analytics initiatives deliver value or stall. This article argues that governed data is the precondition for explainable AI, and that models in production require defined ownership, approval paths, and drift monitoring. Readers get six questions to assess AI governance maturity, illustrated by two enterprise cases.
...Before diving in, here’s what this article covers for engineering leaders building or auditing a technical interview process:
Structured interviews work best when questions are tied to defined competencies and interviewers use a shared scoring approach. Recent research supports the value of structured evaluation for assessing job performance. Coding, system de...A BairesDev Fellow shares early findings from piloting AWS’s AI-DLC methodology. The biggest speed gains came from eliminating coordination overhead. Standups, sprint planning, and grooming quietly disappeared once small teams began working in real time with AI. The article examines what those rituals were actually for, what remains, and what’s still unknow...