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Measuring Developer Productivity via Humans

Martin Fowler

Measuring developer productivity is a difficult challenge. Qualitative metrics offer a powerful way to measure and understand developer productivity using data derived from developers themselves. Conventional metrics focused on development cycle time and throughput are limited, and there aren't obvious answers for where else to turn.

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Is it worth measuring software developer productivity? CIOs weigh in

CIO

This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. Therefore, engineering leadership should measure software developer productivity, says Mann, but also understand how to do so effectively and be wary of pitfalls.

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Can developer productivity be measured? Better than you think

CIO

Measuring developer productivity has long been a Holy Grail of business. In addition, system, team, and individual productivity all need to be measured. Using tools such as Jira, which measures backlog management, it is possible to spot trends that are damaging to optimization. And like the Holy Grail, it has been elusive.

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How to Measure Your MLOps Performance

Xebia

Ironically, for a discipline that builds their products with data, we often don’t measure our own performance with data. How can you measure how your teams is doing? These indicators help measure the state of the overall MLOps capability, but how to evaluate the performance of teams across this journey?

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Drive GTM Efficiency with Tech Stack Consolidation

Consolidating your tech stack is an effective cost-saving measure that drives GTM efficiency and adds value to your enterprise. With a cohesive, integrated tech stack, your revenue teams can deliver an excellent customer experience that sets you up to win faster than your competitors.

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China’s draft measures demand ‘individual approval’ for facial recognition use

TechCrunch

On Tuesday, the Cyberspace Administration of China (CAC), the nation’s top internet watchdog, unveiled a series of proposed measures aimed at regulating the application of facial recognition. The rules emphasize the need for clear signage in public areas where facial recognition is employed.

Hotels 200
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5 measures to gauge your digital portfolio maturity

CIO

When setting goals and measuring progress, it often helps to assess the current state of the digital portfolio in terms of how digitally-enabled it is today, as well as to define the future vision in terms of the organization’s digital ambition. What percentage of our portfolio is delivered in a SaaS model for annuity revenues?

VR 279
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ABCs of Data Normalization for B2B Marketers

However, if lead generation, reporting, and measuring ROI is important to your marketing team, then data normalization matters - a lot. Data normalization. It’s not a far stretch to suggest that the topic isn’t exactly what gets marketers excited in their day-to-day workflow.

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Short and Sweet: A Deep Dive Into Concise Feedback Loops

Speaker: Johanna Rothman - Management Consultant, Rothman Consulting Group

How to measure cycle time for each of these feedback loops. These minimums will allow us to visualize value sooner and reduce product feedback loops. We can make a difference for everyone if we work together. In this webinar you will learn: How to see the three major feedback loops. How those loops intersect.

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How Agile Approaches Change Project, Program, and Product Measures

Speaker: Johanna Rothman, Management Consultant, Rothman Consulting Group

Before agile approaches took the world by storm, we used Gantt charts and defects to measure project and program progress. We had trouble measuring product progress until just before release—often too late to change anything. We can measure the project’s and program’s progress with a variety of product burnup charts.

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How to Measure DevSecOps Progress and Ensure Success

Speaker: Shannon Lietz, Director of DevSecOps Team, Intuit

The new DevSecOps team is up and running, and you feel ready to take on rising security threats while delivering quality software updates. But that leaves just one question: how do you monitor your new program as effectively and efficiently as possible?

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2019 State of Engineering Performance Management Report

More than 100 software leaders were asked how they manage and measure engineering performance. How do the findings stack up to your own experience? Read the report to discover: The most used performance metrics. How satisfaction varies within engineering. The top ranked engineering challenges.

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Quantifying a Culture of Innovation

Examining five years of anonymous data from over 6 million users in 170+ countries, Spigit has discovered that a culture of innovation can be measured – with a 99% statistical confidence level – by a metric called "ideation rate." Download the eBook now for an in-depth look at this groundbreaking study.

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The Forrester Wave™: B2B Marketing Data Providers, Q2 2021

This report shows how each provider measures up and helps B2B marketing professionals select the right one for their needs.

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TCO Considerations of Using a Cloud Data Warehouse for BI and Analytics

According to the study conducted by Wakefield Research in 2021, only 22% of the data leaders surveyed have fully realized ROI in the past two years, with most data leaders (56%) having no consistent way of measuring it.