Marktechpost

MAY 10, 2024

Language models (LMs) have gained traction as aids in software engineering, where users act as intermediaries between LMs and computers, refining LM-generated code based on computer feedback. Recent advancements depict LMs functioning autonomously in computer environments, potentially expediting software development.

Software Development 125

Software Development Software Engineer ML Large Language Models 125

O'Reilly Media

SEPTEMBER 12, 2023

That statement nicely summarizes what makes software development difficult. I’m not arguing that generative AI doesn’t have a role in software development. A few weeks ago, I saw a tweet that said “Writing code isn’t the problem. Controlling complexity is.” It certainly does.

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Software Development Large Language Models Generative AI ChatGPT 140

Marktechpost

FEBRUARY 3, 2025

AI-powered coding agents have significantly transformed software development in 2025, offering advanced features that enhance productivity and streamline workflows. Devin AI Designed for complex development tasks, Devin AI utilizes multi-agent parallel workflows to manage intricate projects efficiently.

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UX Design Software Development Automation AI 131

Analytics Vidhya

JUNE 27, 2023

Introduction In the ever-evolving landscape of programming languages, a new contender has emerged to simplify ML and AI software development and boost developer productivity.

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Software Development Python ML AI 306

Marktechpost

OCTOBER 3, 2024

In the fast-paced world of software development, maintaining high code quality is paramount. Below is a curated list of the top 20 code review tools that can elevate your development workflow. The post Top 20 Code Review Tools for Software Developers appeared first on MarkTechPost. Let’s collaborate!

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Software Development Automation Machine Learning ML 109

Flipboard

FEBRUARY 11, 2025

Submit a proposal for a talk at our new virtual conference, Coding with AI: The End of Software Development as We Know It.Proposals must be submitted by March 5; the conference will take place April 24, 2025, from 11AM to 3PM EDT. That implicit context is a critical part of software development and also has to be made available to AI.

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Software Development AI AI Software Engineer 124

Marktechpost

JULY 11, 2024

Recently, advancements in large language models (LLMs) have revolutionized these processes, enabling more sophisticated automation of software development tasks. In conclusion, AGENTLESS presents a compelling alternative to complex autonomous LLM-based agents in software engineering. Check out the Paper.

Software Development 104

Software Development Software Engineer Large Language Models LLM 104

Marktechpost

SEPTEMBER 9, 2023

The idea of emerging abilities is intriguing because it suggests that with further development of language models, even more complex abilities might arise. However, integrating LLMs into software development is more complex. AskIt can do a wide array of tasks and is a domain-specific language designed for LLMs.

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Large Language Models Software Development Prompt Engineer Prompt Engineering 128

Unite.AI

OCTOBER 30, 2023

As emerging DevOps trends redefine software development, companies leverage advanced capabilities to speed up their AI adoption. Model development Efficient development and deployment is one of the important yet dicey aspects of AI/ML development.

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DevOps Software Development Automation Artificial Intelligence 310

Analytics Vidhya

FEBRUARY 2, 2022

Table of contents Overview Traditional Software development Life Cycle Waterfall Model Agile Model DevOps Challenges in ML models Understanding MLOps Data Engineering Machine Learning DevOps Endnotes Overview: MLOps According to research by deeplearning.ai, only 2% of the companies using Machine Learning, Deep learning have […].

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DevOps Software Development Machine Learning Deep Learning 271

Marktechpost

NOVEMBER 16, 2024

Generative AI for Software Developers Specialization This IBM specialization teaches software developers to leverage generative AI for writing high-quality code, enhancing productivity and efficiency. It includes prompt engineering techniques, ethical considerations, and hands-on labs using tools like IBM Watsonx and GPT.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 104

Flipboard

JANUARY 6, 2025

The agency wanted to use AI [artificial intelligence] and ML to automate document digitization, and it also needed help understanding each document it digitizes, says Duan. The demand for modernization is growing, and Precise can help government agencies adopt AI/ML technologies.

ML 65

ML Machine Learning Automation Natural Language Processing 65

IBM Journey to AI blog

NOVEMBER 13, 2023

AI and machine learning Building and deploying artificial intelligence (AI) and machine learning (ML) systems requires huge volumes of data and complex processes like high performance computing and big data analysis. And Kubernetes can scale ML workloads up or down to meet user demands, adjust resource usage and control costs.

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DevOps Software Development Automation Machine Learning 323

Google Research AI blog

MAY 23, 2023

Posted by Alexander Frömmgen, Staff Software Engineer, and Lera Kharatyan, Senior Software Engineer, Core Systems & Experiences Code-change reviews are a critical part of the software development process at scale, taking a significant amount of the code authors’ and the code reviewers’ time. 3-way-merge UX in IDE.

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ML Software Engineer Natural Language Processing Automation 140

Towards AI

DECEMBER 26, 2024

4 Things to Keep in Mind Before Deploying Your ML Models This member-only story is on us. medium.com Regardless of the project, it might be software development or ML Model building. Last Updated on December 27, 2024 by Editorial Team Author(s): Richard Warepam Originally published on Towards AI. What are they?

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ML DevOps Software Development Machine Learning 111

Marktechpost

DECEMBER 22, 2024

Code Understanding : Demonstrated capability in comprehending and debugging code snippets, offering potential utility in software development. Software Development : Debug and generate code, providing practical support for developers. Dont Forget to join our 60k+ ML SubReddit.

OpenAI 87

OpenAI Software Development Data Analysis AI 87

Flipboard

NOVEMBER 24, 2023

With that, the need for data scientists and machine learning (ML) engineers has grown significantly. Data scientists and ML engineers require capable tooling and sufficient compute for their work. Data scientists and ML engineers require capable tooling and sufficient compute for their work.

ML 151

ML DevOps Data Scientist ML Engineer 151

Flipboard

JANUARY 19, 2025

How to Pick Between Data Science, Data Analytics, Data Engineering, ML Engineering, and SW Engineering How to Pick Between Data Science, Data

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ML Engineer Data Science ML Software Development 127

Marktechpost

OCTOBER 29, 2024

The rise of AI-assisted coding has undoubtedly revolutionized software development, but not without its challenges. One of the main pain points for developers has been the lack of choice and flexibility in selecting AI models that best suit their unique needs. Don’t Forget to join our 55k+ ML SubReddit.

OpenAI 104

OpenAI Software Development Data Science AI 104

AWS Machine Learning Blog

DECEMBER 4, 2024

Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. Only 54% of ML prototypes make it to production, and only 5% of generative AI use cases make it to production. Using SageMaker, you can build, train and deploy ML models.

ML 93

ML Machine Learning Generative AI AI 93

IBM Journey to AI blog

AUGUST 12, 2024

AIOPs refers to the application of artificial intelligence (AI) and machine learning (ML) techniques to enhance and automate various aspects of IT operations (ITOps). ML technologies help computers achieve artificial intelligence. However, they differ fundamentally in their purpose and level of specialization in AI and ML environments.

Big Data 266

Big Data DevOps Automation Machine Learning 266

O'Reilly Media

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. Were also betting that this will be a time of software development flourishing.

LLM 69

LLM Software Development Prompt Engineer Prompt Engineering 69

Flipboard

APRIL 21, 2023

A report by GitLab finds that AI and ML in software development workflows show promise, but challenges like toolchain complexity and security concerns persist. The post DevSecOps: AI is reshaping developer roles, but it’s not all smooth sailing appeared first on TechRepublic.

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Software Development ML AI AI 170

Unite.AI

JUNE 29, 2023

You can also explore the Google Cloud Skills Boost program, specifically designed for ML APIs, which offers extra support and expertise in this field. Optimizing workloads and costs To address the challenges of expensive and complex ML infrastructure, many companies increasingly turn to cloud services.

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Machine Learning ML AI AI 262

AWS Machine Learning Blog

NOVEMBER 14, 2024

We recently announced the general availability of cross-account sharing of Amazon SageMaker Model Registry using AWS Resource Access Manager (AWS RAM) , making it easier to securely share and discover machine learning (ML) models across your AWS accounts.

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ML Machine Learning Auto-complete Auto-classification 96

AI News

JULY 26, 2023

As the EU debates the AI Act , lessons from open-source software can inform the regulatory approach to open ML systems. The AI Act, set to be a global precedent, aims to address the risks associated with AI while encouraging the development of cutting-edge technology.

Big Data 245

Big Data AI AI Software Development 245

O'Reilly Media

MARCH 18, 2025

If you AIAWs want to make the most of AI, you’d do well to borrow some hard-learned lessons from the software development tech boom. And in return, software dev also needs to learn some lessons about AI. We’ve seen this movie before Earlier in my career I worked as a software developer.

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Software Development Python Data Scientist AI 69

AI Weekly

MARCH 21, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. We explore how AI can transform roles and boost performance across business functions, customer operations and software development.

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Convolutional Neural Networks Robotics Artificial Intelligence Artificial Intelligence 261

Marktechpost

JUNE 10, 2024

GitLab’s AI courses provide practical guidance on utilizing these features effectively, enabling developers to leverage AI for more efficient and secure software development. It allows learners to gain practical insights through a detailed demo to integrate ML models into web applications seamlessly.

Artificial Intelligence 126

Artificial Intelligence Artificial Intelligence Software Development Explainability 126

Analytics Vidhya

JUNE 12, 2023

Introduction Meet Tajinder, a seasoned Senior Data Scientist and ML Engineer who has excelled in the rapidly evolving field of data science. Tajinder’s passion for unraveling hidden patterns in complex datasets has driven impactful outcomes, transforming raw data into actionable intelligence.

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Data Scientist Machine Learning ML Engineer Actionable Intelligence 306

AWS Machine Learning Blog

MARCH 25, 2025

To get started on your journey as a data accessor, visit Amazon Q capabilities to support software providers. About the Authors Takeshi Kobayashi is a Senior AI/ML Solutions Architect within the Amazon Q Business team, responsible for developing advanced AI/ML solutions for enterprise customers.

LLM 106

LLM Generative AI Explainability Software Development 106

Flipboard

FEBRUARY 21, 2025

With the rise of AI/ML, OpenSearch added the ability to compute a similarity score for the distance between vectors. To search with vectors, you add vector embeddings produced by FMs and other AI/ML technologies to your documents.

Generative AI 114

Generative AI Artificial Intelligence Artificial Intelligence ML 114

Unite.AI

FEBRUARY 16, 2024

AI and ML require significant computational power and data processing capabilities, especially as models become more complex. DevOps, a software development methodology rooted in a bottom-up approach, automates various parts of the software development lifecycle. The rise of mobile computing, which grew 3.2

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DevOps Automation Software Development ML 294

Marktechpost

MARCH 22, 2025

These agents are deployed in web navigation, personal assistance, and software development. Also,feel free to follow us on Twitter and dont forget to join our 85k+ ML SubReddit. To act effectively in real-world settings, these agents must handle multi-turn interactions that span several steps or decision points.

AI Researcher 104

AI Researcher AI Research Large Language Models AI 104

AWS Machine Learning Blog

NOVEMBER 30, 2023

Amazon SageMaker is a fully managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning (ML) models at scale. For more information, refer to Package and deploy classical ML and LLMs easily with Amazon SageMaker, part 1: PySDK Improvements.

ML 127

ML Python Auto-complete LLM 127

AWS Machine Learning Blog

MARCH 13, 2025

Additional resources: Deploy DeepSeek-R1 distilled Llama models with Amazon Bedrock Custom Model Import Learn more about LLMPerf and LiteLLM About the Authors Felipe Lopez is a Senior AI/ML Specialist Solutions Architect at AWS. Rupinder Grewal is a Senior AI/ML Specialist Solutions Architect with AWS.

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ML LLM Large Language Models Software Development 106

Marktechpost

AUGUST 10, 2024

Recent works, including ChatDev and MetaGPT, have introduced multi-agent frameworks for software development, where agents collaborate to achieve complex goals. Nevertheless, they tend to oversimplify the complex nature of real-world software development, where software continuously evolves and improves.

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Software Development Software Engineer Large Language Models AI 131