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The State of DevOps Automation assessment: How automated are you?

Dynatrace

By contrast, the quantitative questions include: What proportion of time do software engineering and development teams spend writing automation scripts? Intelligent: To reach the intelligent level, automation must be wholly reliable, sophisticated, and ingrained within organizational culture.

DevOps 246
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Beyond “Prompt and Pray”

O'Reilly

These workflows are then implemented as traditional software, which can be tested, versioned, and maintained. This approach is well understood in software engineering and contrasts sharply with building agents that rely on runtime decisionsan inherently less reliable and harder-to-maintain model.

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Dynatrace Perform 2024 Guide: Deriving business value from AI data analysis

Dynatrace

Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. The goal of the practice is to reduce manual effort and redundant tasks to allow developers to spend more time innovating.

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AI for everyone - How companies can benefit from the advance of machine learning

All Things Distributed

In the case of artificial intelligence (AI) and machine learning (ML), this is different. Many are uncomfortable with the idea that an artificial intelligence exists alongside human intelligence. For the past 20 years, thousands of software engineers at Amazon have been working on ML.

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How to balance development goals with security and privacy

O'Reilly Software

Practical advice for software engineers and security consultants. As a software security evaluator and a one-time engineer, I can confirm what the daily security breaches are telling us: software engineers and architects regularly fail at building in sufficient security and privacy.

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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly

Were also betting that this will be a time of software development flourishing. With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software.

Systems 69
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Upcoming of the learned data structures

Abhishek Tiwari

Jeff is a Google Senior Fellow in the Google Brain team and widely known as a pioneer in artificial intelligence (AI) and deep learning community. Data structures are very foundational for the computer science and software engineering. For instance, one can practically fit an entire learned index into the GPU’s memory.