Remove Debt
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CRM’s Have a Big Data Technical Debt Problem: Here’s How to Fix It

Smart Data Collective

CRM providers need to find ways to address the technical debt problem they are facing through new big data initiatives. The Relationship Between Big Data, CRM Technology and Technical Debt. And this has seasoned IT executives wondering what to do with the complex problem of technical debt and how big data can help.

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2023: Mitigating Data Debt by Knowing or by Guessing?

Dataversity

One of the newer data buzzwords is “data debt.” Actually, it is approximately 10 years old, and it became popular ever since agile people realized that postponing things creates not only technical debt, but certainly also data debt.

Agile 130
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Article: ‘Debt’ as a Guide on the Agile Journey: Organizational Debt

InfoQ Articles

In this article in a series on how ‘debt’ can be used to guide an agile journey, we will provide two examples of smells that are related to organizational debt, explain the symptoms, the impact on the business and in our organization, outline the experiments (countermeasures) that we have introduced in an effort to try to remove the smell, and provide (..)

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Article: What Does Technical Debt Tell You?

InfoQ Articles

Technical debt is a popular metaphor for communicating the long-term implications of architectural decisions and trade-offs to stakeholders, but there are limitations to its usefulness. Incorporating quality attribute requirements, or using a different metaphor such as deferred maintenance, can help improve decision making.

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Minimize Tech Debt Risk with Embedded BI

Insight Software

Tech debt is the cost of choosing quick solutions over better ones, requiring future rework. But after the essential work is done, you’re left with an uneasy knowledge that significant re-work will be required of your team at some point in the future – a technical debt looming over your everyday tasks.

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Introduction to Data Technical Debt

The Data Administration Newsletter

“Technical debt” refers to the implied cost of future refactoring or rework to improve the quality of an asset to make it easy to understand, work with, maintain, and extend.

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Article: Managing Technical Debt in a Microservice Architecture

InfoQ Articles

At QCon Plus, Glenn Engstrand described how Optum Digital engineering devised a method for reliably and predictably paying down tech debt for hundreds of microservices, forming relevant communities and identifying high-risk areas.