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Data-driven Software Engineering: How to Avoid Common Problems

Exadel

It also plays an important role in the work of software engineers by providing accurate, actionable feedback that helps engineers understand where and how to make improvements to a product or process. When used correctly, KPIs and OKRs are valuable tools for data-driven software engineering. Source: Exadata.

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PepsiCo transforms for the digital era

CIO

Tapped to guide the company’s digital journey, as she had for firms such as P&G and Adidas, Kanioura has roughly 1,000 data engineers, software engineers, and data scientists working on a “human-centered model” to transform PepsiCo into a next-generation company. Yes, the data is key. But the big unlock is MLops.

Analytics 217
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Achieve DevOps maturity with BMC AMI zAdviser Enterprise and Amazon Bedrock

AWS Machine Learning - AI

In software engineering, there is a direct correlation between team performance and building robust, stable applications. The essence of DORA metrics is to distill information into a core set of key performance indicators (KPIs) for evaluation. The PDF for customer KPIs is extracted from zAdviser and attached to the email.

DevOps 119
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Data Driven development elements & benefits

Apiumhub

It also plays an important role in the work of software engineers by providing accurate, actionable feedback that helps engineers understand where and how to make improvements to a product or process. Software engineering organisations already own vast amounts of data. Engineering metrics.

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Analytics creates Extra Power for your Software Development Organization?—?Part 1: Deep dive into…

Seerene

With this approach, we can derive the “KPI Effort for Defect Fixing” (see Image 3). This is a perfect, interpretation-free steering KPI. Obviously, the goal of an efficient organization would be to minimize this KPI towards zero. Find out more about how you can successfully implement software analytics in your company. [1]

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How to Run Product Discovery: Process, Frameworks, and Best Practices

Altexsoft

In practice, these can be a value understanding, or user personas, or a KPI. Those working in software engineering or product management should be familiar with the concept of MVP. But it’s important to note that discovery should result in outcomes, not features and technical solutions. Product discovery scheme.

How To 129
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Analytics creates Extra Power for your Software Development Organization?—?Part 2: Actively…

Seerene

18 developers) I have picked out one KPI here to illustrate how you can boost the productivity of developers. This map provides the basic information needed to understand where sleeping risks lie in the code base (Image 3): Image 3: This is how the KPI for Complexity distributes across the code landscape. De-facto team power = 15.5