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Managing the Carbon Emissions Associated with Generative AI
There’s an increasing concern about the energy use and corresponding carbon emissions of generative AI models. And while the concerns may be overhyped, they still require attention, especially as generative AI becomes integrated into our modern life. Factors such as model architecture, transparency and quantization of models are required to decrease carbon emission from AI systems.
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Thinking Deductively to Understand Complex Software Systems
Thinking differently can allow us to approach problems in new ways. With testing, approaching the problem with a negative approach can lead to more thorough test cases.
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Effective Test Automation Approaches for Modern CI/CD Pipelines
Shifting left can be used to improve test design and lead to faster, more effective CI/CD pipelines. By focusing on building effective and efficient tests, CI/CD runs can quickly return feedback.
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AIOps: Site Reliability Engineering at Scale
AIOps can simplify and streamline processes which can reduce the mental burden on employees while improving communication and collaboration between departments.
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How Not to Use the DORA Metrics to Measure DevOps Performance
The DORA metrics are the de facto measuring stick but they can be used incorrectly and drive poor behavior and performance. When using any metrics, a strong focus on the end goal must be maintained.
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Adopting an API Maturity Model to Accelerate Innovation
As your APIs gain more popularity, API sprawl can become an issue. A top-down governance approach is best suited to managing APIs at scale.
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Accelerating the Secure Software Delivery Lifecycle with GitOps
Building secure software can be complicated and time-consuming. By employing a GitOps model, security can be safely separated from development, simplifying the delivery process and increasing velocity.
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Improving CI/CD Pipelines through Observability
CI/CD pipelines are a vital addition to any workflow, but they can be further improved by the selective addition of observability. This article covers what data to monitor, which metrics to track, and how to best visualize the collected data.
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How Visual Thinking Can Help Teams Get Clarity, Be More Creative, and Have More Inclusive Meetings
Visual thinking is a way of making sense of the world through images, putting thoughts into pictures. This article is here to help you understand about visual thinking, and how you could use it to support yourself and your teams to create a more inclusive, creative and collaborative culture at work.
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Environment-as-a-Service (EaaS) as a Technique to Raise Productivity in Teams
In essence, EaaS addresses developer productivity issues by providing settings that make it simple for developers to test and mimic real-world uses of their system. This article discusses the benefits of EaaS.
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Article Series: Developing Apache Kafka applications on Kubernetes
Apache Kafka has integrations with most of the languages used these days, but in this article series, we cover its integration with Java. In this series, we also discuss how to provision, configure and secure an Apache Kafka cluster on a Kubernetes cluster.
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If Twitter Doesn’t Have a Staging Environment, Should Anyone?
With Twitter revealing they do not have a staging environment, how important is staging to delivering quality? When so many tasks are shifting to the developer these days and no one best developer approach fits all, how do dev teams determine the best developer methodology for them and their company?