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The state of observability in 2024: Accelerating transformation with AI, analytics, and automation

Dynatrace

They create an explosion of data that is extremely challenging to manually capture, analyze, and act on. Fragmented monitoring and analytics can’t keep up The continued reliance on fragmented monitoring tools and manual analytics strategies is a particular pain point for IT and security teams.

Analytics 196
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Unlocking the Potential of Observability With AI

DZone

Observability is essential for developing and running modern distributed applications, but fragmented tools and data often obstruct critical insights. AI and unified observability can overcome these challenges.

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Overcoming Toolchain Data Fragmentation to Measure End-to-End Flow

Tasktop

As I highlighted last week , there are three key roadbl ocks to clear in order to identify where work is waiting and where your bottlenecks are: D ata fragmentation across multiple tools. The problem is it’s extremely hard to gather any quantitative data from these tools. Different work states across multiple workflows. Subscribe now.

DevOps 69
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Measuring the importance of data quality to causal AI success

Dynatrace

While this approach can be effective if the model is trained with a large amount of data, even in the best-case scenarios, it amounts to an informed guess, rather than a certainty. But to be successful, data quality is critical. Teams need to ensure the data is accurate and correctly represents real-world scenarios. Consistency.

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Making it Easier to Manage a Production PostgreSQL Database

Scalegrid

In the case where a proxy is introduced in the data path, there is also a considerable performance impact. You essentially have to shut down all of your servers and use pg_upgrade to upgrade your data to the newer version. The downtime is not large since there is no data copy involved, however, there is still downtime.

Database 184
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React Children And Iteration Methods

Smashing Magazine

In this article, we’ll look at a React utility React.Children.toArray which lets us prepare the children prop for inspection and iteration, some of its shortcomings and how to overcome them — through a small open-source package, to keep our React code function the way it is deterministically supposed to behave, keeping performance intact.

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3 Roadblocks to Measuring the Flow of Value in Enterprise Software Delivery

Tasktop

The trick to focus on the flow of work that exists in your IT toolchain to overcome three key roadblocks preventing you from measuring and managing your software delivery value streams to accelerate business value delivery: Data fragmentation through Multiple Tools. Different Work States through Multiple Workflows. Can’t wait?