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Fueling the next wave of IT operations: Modernization with generative AI

Dynatrace

In this article, we explore recent survey data from Enterprise Strategy Group (ESG), sponsored by Dynatrace, on how organizations approach IT automation, as well as the benefits and challenges they encounter as they adopt it. Some of these challenges involve basic tasks—such as data collection.

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Quality Assurance, Errors, and AI

O'Reilly

A recent article in Fast Company makes the claim “ Thanks to AI, the Coder is no longer King. Finding bugs that arise when integrating multiple modules is more difficult and becomes even more difficult when you’re testing the entire application. Security is yet another issue: is an AI system able to red-team an application?

Games 76
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The ChatGPT Surge

O'Reilly

Our users evidently prefer LLM to spelling out “Large Language Models,” but if you add these two search terms together, the total number of searches for July is within 1% of Generative AI. Langchain is frequently used to look up relevant articles that weren’t in ChatGPT’s training data and package them as part of a lengthy prompt.

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On Technique

O'Reilly

In a previous article , I wrote about how models like DALL-E and Imagen disassociate ideas from technique. And what kinds of user interfaces will be effective for collaborations between humans and computers, where the computers supply the technique and we supply the ideas? In the 1950s, computers were programmed in machine language.

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The road to observability with OpenTelemetry demo part 1: Identifying metrics and traces

Dynatrace

Especially if you have custom applications that rely on APIs to integrate with other services. OpenTelemetry, the open source observability tool, has emerged as an industry-standard solution for instrumenting application telemetry data to make it observable. What is observability?

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Bringing APIs Into the Human Equation

Apica

The fundamental lesson across both articles is that the software quality buck stops with the user. It doesn’t matter how well the infrastructure or applications or middleware or other components of a software offering work if the user experience at the interface doesn’t meet expectations – or even more so, delight the user.

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AI techniques enhance and accelerate exploratory data analytics

Dynatrace

Challenges to exploratory data analytics Among the challenges analysts face are multiple heterogeneous data sources, noisy or incomplete data, insufficient causal reasoning (faulty connections between event cause and effect), and untrustworthy AI , according to an article from the Columbia University Data Science Institute.

Analytics 209