Rewriting Decades-Old Software: Navigating the Complexities Beyond “Why” By Russ Harding

Rewriting a decades-old software system isn’t just about replacing outdated code—it’s about navigating a maze of hidden dependencies, institutional knowledge gaps, and ever-evolving requirements. Accurate timelines are hard to pin down because unexpected issues surface at every turn, and continuous feedback from Subject Matter Experts, QA, and end users—while vital for accuracy—inevitably expands the scope. Add to that the constraints of real-world schedules, the loss of productivity from context-switching, and leadership-driven deadlines that can shift on a dime, and it becomes clear why careful planning, Agile practices, and transparent communication are crucial. With the right balance of flexibility and structure, organizations can modernize legacy systems in a way that meets both technical and business goals.

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Russ Harding
Building a Scalable Data and Analytics Operating Model for Enterprise Digital Transformation by Mark Hewitt

In the contemporary business landscape, digital transformation has become imperative for enterprises aiming to maintain competitiveness and foster innovation. Central to this transformation is the evolution of data engineering operations, which necessitates a well-structured Data and Analytics Operating Model (D&AOM). This model serves as a strategic framework, aligning data initiatives with business objectives to harness data-driven insights effectively.

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Mark Hewitt
To Learn a New Technology: Generative AI or Human Teachers? By Ed Lyons

What are the tradeoffs using AI to learn and master a new technology? Does it work well for everyone? When should you turn to humans for instruction instead of AI? 

I have used both AI and traditional instruction to learn new technology in the past year, but to better understand differences, I tried each in isolation for learning a new framework.

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Ed Lyons
EQengineered's 2025 Consulting Green Paper

This green paper explores the strategies and considerations for modernizing these enterprise monoliths, outlines a comprehensive roadmap that addresses both the technical and organizational dimensions of modernization, and provides actionable insights for CIOs navigating this complex journey.

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Mark Hewitt