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The road to Software 2.0

O'Reilly Media - Data

Roughly a year ago, we wrote “ What machine learning means for software development.” In that article, we talked about Andrej Karpathy’s concept of Software 2.0. Karpathy argues that we’re at the beginning of a profound change in the way software is developed. Yes, but so far, they’re only small steps.

Software 329
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AI coding assistants wave goodbye to junior developers

CIO

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. AI will handle the rest of the software development roles, including security and compliance reviews, he predicts. “At

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What is SDLC (Software Development Life Cycle)?

Openxcell

Software Development Life Cycle – Overview. SDLC stands for Software Development Life Cycle. System engineers and developers use them to plan for, design, build, test, and deliver information systems. Software Development Life Cycle is slightly complicated but very substantial.

SDLC 94
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6 enterprise DevOps mistakes to avoid

CIO

While DevOps and DevSecOps can drive tremendous automation and time savings, they often come at a tax to the developer. Shifting operations earlier in the software development lifecycle increases cognitive load and decreases developer productivity.”

DevOps 214
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What LinkedIn learned leveraging LLMs for its billion users

CIO

For LinkedIn, this was no different, as its road to LLM insights was anything but smooth, said LinkedIn’s Juan Bottaro, a principal software engineer and tech lead. As an example, Bottaro referenced the part of the system designed to understand intent. The initial deliverables “felt lacking,” Bottaro said.

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How to Prepare for Your DevOps Interview

Dzone - DevOps

Over the past decade, DevOps has emerged as a new tech culture and career that marries the rapid iteration desired by software development with the rock-solid stability of the infrastructure operations team. How do you ace your DevOps interview?

DevOps 111
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Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

FM solutions are improving rapidly, but to achieve the desired level of accuracy, Verisks generative AI software solution needed to contain more components than just FMs. These techniques were specific to prompt engineering; some examples are few-shot prompting , chain of thought prompting , and the needle in a haystack approach.