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Perform 2023 Guide: Organizations mine efficiencies with automation, causal AI

Dynatrace

They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. Further, automation has become a core strategy as organizations migrate to and operate in the cloud.

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9 key DevOps metrics for success

Dynatrace

While DevOps is often referred to as “agile operations,” the widely quoted definition from Jez Humble, co-author of The DevOps Handbook, calls it “a cross-disciplinary community of practice dedicated to the study of building, evolving, and operating rapidly-changing resilient systems at scale.” Change failure rate.

DevOps 199
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DORA Metrics and Flow Metrics: Use the Whole Ruler, Not Just Two Inches

Tasktop

DORA metrics are a key set of acceleration metrics for software delivery, helping you to streamline and automate activities from development to deployment: Deployment Frequency —How often an organization successfully releases to production. They get us off the ground and are valuable for measuring and optimizing development to release.

Metrics 59
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Tasktop’s Bookshelf

Tasktop

The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations. It contains a serious message for all managers in industry and explains the ideas, which underline the Theory of Constraints (TOC), developed by Eli Goldratt.”. Author: Dr. The Principles of Product Development Flow.

DevOps 40
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Make Your OKRs Customer-Centric and Let the Value Flow

Tasktop

Gene Kim, author of The DevOps Handbook and The Unicorn Project. Bureau of Labor Statistics estimating that demand for software developers is expected to rise by 22% between 2019 to 2029. . Running a Flow Efficiency experiment, the team identified verification as a bottleneck. Lessons from the Suez Canal. “ Register today.

DevOps 59
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The Patrol Method and Objections to Self-Directed Agile Teams

The Agile Manager

These excerpts from the 1950s edition of the Scoutmaster's Handbook will sound familiar if you've ever tried to implement a self-directed Agile team: " Some don't grasp the possibilities of the patrol method, and subsequently don't see the importance of it. " If that's the case, one can learn from the other.

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Data Mining Problems in Retail

Highly Scalable

A retailer might be concerned with a variety of other metrics and this variety is so huge that there is a separate econometric discipline – propensity modeling [SG09, LE13] – that develops different models that predict customers’ future behaviors. The most important propensity models include: Predicted lifetime value.

Retail 152