Unite.AI

JULY 8, 2024

Meta's latest achievement, the Large Language Model (LLM) Compiler , is a significant advancement in this field. This article explores Meta's groundbreaking development, discussing current challenges in code optimization and AI capabilities, and how the LLM Compiler aims to address these issues.

LLM 196

LLM Large Language Models Software Development Software Engineer 196

Marktechpost

FEBRUARY 28, 2024

In recent research, a team of researchers from Meta has presented TestGen-LLM, a unique tool that uses Large Language Models (LLMs) to improve pre-existing human-written test suites automatically. This verification procedure is crucial to solve issues with LLM hallucinations, where produced content may differ from the intended quality.

Large Language Models 128

Large Language Models LLM Automation Software Engineer 128

AWS Machine Learning Blog

NOVEMBER 19, 2024

In this post, we explore a solution that automates building guardrails using a test-driven development approach. This diagram presents the main workflow (Steps 1–4) and the optional automated workflow (Steps 5–7). Have access to the large language model (LLM) that will be used.

Automation 105

Automation Responsible AI Generative AI Software Development 105

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Enter MetaGPT — a Multi-agent system that utilizes Large Language models by Sirui Hong fuses Standardized Operating Procedures (SOPs) with LLM-based multi-agent systems.

Python 326

Python Software Development OpenAI Software Engineer 326

Flipboard

FEBRUARY 10, 2025

Agentic design vs. traditional software design Agentic systems offer a fundamentally different approach compared to traditional software, particularly in their ability to handle complex, dynamic, and domain-specific challenges. DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek.

LLM 161

LLM AI AI Python 161

Marktechpost

APRIL 16, 2024

Large Language Models (LLMs) have significantly advanced such that development processes have been further revolutionized by enabling developers to use LLM-based programming assistants for automated coding jobs. The study focuses on approaches to code search that imitate how software programmers think.

Artificial Intelligence 117

Artificial Intelligence Artificial Intelligence Automation Software Engineer 117

Marktechpost

AUGUST 11, 2024

Successfully addressing this challenge is essential for advancing automated software engineering, particularly in enabling LLMs to handle real-world software development tasks that require a deep understanding of large-scale repositories. Check out the Paper and GitHub.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence LLM Software Engineer 120

Marktechpost

FEBRUARY 23, 2025

More recent advancements in foundation models have demonstrated the feasibility of fully automated research pipelines, enabling AI systems to autonomously conduct literature reviews, formulate hypotheses, design experiments, analyze results, and even generate scientific papers.

AI Research 91

AI Research AI Researcher Software Engineer AI 91

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. You can use supervised fine-tuning (SFT) and instruction tuning to train the LLM to perform better on specific tasks using human-annotated datasets and instructions.

LLM 77

LLM AI AI Data Scientist 77

AWS Machine Learning Blog

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows.

Metadata 109

Metadata Automation Generative AI AI 109

Flipboard

FEBRUARY 25, 2025

This trend is reflected in programmers embrace of products such as GitHub Copilot and Cursor , which let them call on generative AI to fill in some of the specific code as they tackle a projectessentially a fancy form of autocomplete for software engineering.

Software Development 126

Software Development Software Engineer AI AI 126

Flipboard

FEBRUARY 4, 2025

In the early days of the personal computer, every computer manufacturer needed software engineers who could write low-level drivers that performed the work of reading and writing to memory boards, hard disks, and peripherals such as modems and printers. Schillace asks, What if traditional software engineering isnt fully relevant here?

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Software Development Automation Software Engineer Explainability 182

Marktechpost

FEBRUARY 26, 2025

Modern software development faces a multitude of challenges that extend beyond simple code generation or bug detection. Developers must navigate complex codebases, manage legacy systems, and address subtle issues that standard automated tools often overlook. The benefits of this method are clear.

Software Engineer 72

Software Engineer LLM Large Language Models Software Development 72

Marktechpost

JULY 22, 2024

The field of software engineering continually evolves, with a significant focus on improving software maintenance and code comprehension. Automated code documentation is a critical area within this domain, aiming to enhance software readability and maintainability through advanced tools and techniques.

Automation 104

Automation Software Engineer Software Development Large Language Models 104

Towards AI

NOVEMBER 15, 2024

Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like seems to be in full force. I believe they are highly relevant to other LLM based applications just as much.

LLM 115

LLM Auto-complete Software Engineer Automation 115

Marktechpost

SEPTEMBER 13, 2024

Recent advancements in utilizing large vision language models (VLMs) and language models (LLMs) have significantly impacted reinforcement learning (RL) and robotics. These models have demonstrated their utility in learning robot policies, high-level reasoning, and automating the generation of reward functions for policy learning.

Robotics 114

Robotics Automation Machine Learning Software Engineer 114

AWS Machine Learning Blog

APRIL 1, 2025

This approach makes sure that the LLM operates within specified ethical and legal parameters, much like how a constitution governs a nations laws and actions. client(service_name="bedrock-runtime", region_name="us-east-1") llm = ChatBedrock(client=bedrock_runtime, model_id="anthropic.claude-3-haiku-20240307-v1:0") .

LLM 103

LLM Data Scientist Data Science Generative AI 103

Unite.AI

SEPTEMBER 27, 2023

Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

Generative AI 299

Generative AI Large Language Models Prompt Engineer Prompt Engineering 299

Marktechpost

JULY 11, 2024

Software engineering is a dynamic field focused on the systematic design, development, testing, and maintenance of software systems. Recently, advancements in large language models (LLMs) have revolutionized these processes, enabling more sophisticated automation of software development tasks.

Software Development 103

Software Development Software Engineer Large Language Models LLM 103

AWS Machine Learning Blog

MARCH 13, 2025

In synchronous orchestration, just like in traditional process automation, a supervisor agent orchestrates the multi-agent collaboration, maintaining a high-level view of the entire process while actively directing the flow of information and tasks.

AI 86

AI AI Automation LLM 86

Unite.AI

AUGUST 1, 2024

Adam highlighted that increased automation from AGI will shift human roles rather than eliminate them, leading to faster economic growth and more efficient productivity. “As this technology gets more powerful, we'll get to a point where 90% of what people are doing today is automated, but everyone will have shifted into other things.”

Software Development 196

Software Development Software Engineer Automation Large Language Models 196

Marktechpost

MARCH 23, 2025

This process has gained significance with modern software projects’ increasing scale and complexity. The growing reliance on automation and AI-driven tools has led to integrating large language models (LLMs) in supporting tasks like bug detection, code search, and suggestion. Check out the Paper and GitHub Page.

Large Language Models 89

Large Language Models Software Development Automation AI 89

Heartbeat

FEBRUARY 29, 2024

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution.

Software Engineer 52

Software Engineer Software Development Large Language Models LLM 52

Marktechpost

SEPTEMBER 30, 2023

A revolution in the field of coding work automation has been brought about by introducing Large Language Models (LLMs), such as GPT-3. These tools are now frequently used to automate tasks like code modification and completion using natural language inputs and contextual data.

Large Language Models 131

Large Language Models Software Engineer Automation LLM 131

AWS Machine Learning Blog

MARCH 10, 2025

With this LLM, CreditAI was now able to respond better to broader, industry-wide queries than before. The Q&A handler, running on AWS Fargate, orchestrates the complete query response cycle by coordinating between services and processing responses through the LLM pipeline.

DevOps 90

DevOps Metadata Auto-complete Automation 90

ODSC - Open Data Science

APRIL 1, 2025

Adaptive RAG Systems with Knowledge Graphs: Building Smarter LLM Pipelines David vonThenen, Senior AI/ML Engineer at DigitalOcean Unlock the full potential of Retrieval-Augmented Generation by embedding adaptive reasoning with knowledge graphs. This session offers a strategic overview of how to customize models for maximumimpact.

Neural Network 52

Neural Network LLM Software Engineer AI 52

O'Reilly Media

MARCH 25, 2025

Lets be real: building LLM applications today feels like purgatory. The truth is, we’re in the earliest days of understanding how to build robust LLM applications. Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Leadership gets excited.

LLM 69

LLM Software Development Prompt Engineer Prompt Engineering 69

AWS Machine Learning Blog

MARCH 25, 2025

The Session Management APIs also support human-in-the-loop scenarios, where manual intervention is required within automated workflows. Krishna Gourishetti is a Senior Software Engineer for the Bedrock Agents team in AWS. He is passionate about building scalable software solutions that solve customer problems.

Generative AI 102

Generative AI AI AI Software Engineer 102

Flipboard

JUNE 13, 2023

Prompt: “A robot helping a software engineer develop code.” ” Generative AI is already changing the way software engineers do their jobs. Redfin Photo) “We’ve already found a number of places where AI tools are making our engineers more efficient. Made with Microsoft Bing Image Creator.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

Marktechpost

APRIL 26, 2024

Despite their sophistication, large language models (LLMs) trained on code have struggled to grasp the deeper, semantic aspects of program execution beyond the superficial textual representation of code. Existing research in AI-driven software development includes several frameworks and models focused on enhancing code execution reasoning.

Machine Learning 140

Machine Learning Large Language Models Software Development Neural Network 140

Marktechpost

AUGUST 12, 2024

In software engineering, detecting vulnerabilities in code is a crucial task that ensures the security & reliability of software systems. If left unchecked, vulnerabilities can lead to significant security breaches, compromising the integrity of software and the data it handles.

Large Language Models 107

Large Language Models Data Scarcity Software Engineer LLM 107

ODSC - Open Data Science

MARCH 5, 2025

Once defined by statistical models and SQL queries, todays data practitioners must navigate a dynamic ecosystem that includes cloud computing, software engineering best practices, and the rise of generative AI. In the ever-expanding world of data science, the landscape has changed dramatically over the past two decades.

Data Science 52

Data Science Software Engineer Data Scientist Machine Learning 52

ODSC - Open Data Science

FEBRUARY 13, 2025

The AI agent classified and summarized GenAI-related content from Reddit, using a structured pipeline with utility functions for API interactions, web scraping, and LLM-based reasoning. The session emphasized the accessibility of AI development and the increasing efficiency of AI-assisted software engineering.

Large Language Models 52

Large Language Models AI AI Automation 52

ODSC - Open Data Science

MARCH 19, 2025

Senior leaders, engineers, and AI practitioners alike will gain practical takeaways to implement in their own organizationswithout getting lost in unnecessary complexity. Walk away with actionable insights to build reliable, enterprise-grade LLM agents that meet real-world demands.

Software Engineer 52

Software Engineer Software Development AI Engineer AI 52

AWS Machine Learning Blog

OCTOBER 22, 2024

It accelerates your generative AI journey from prototype to production because you don’t need to learn about specialized workflow frameworks to automate model development or notebook execution at scale. Create a complete AI/ML pipeline for fine-tuning an LLM using drag-and-drop functionality.

Automation 79

Automation LLM DevOps Python 79

ODSC - Open Data Science

OCTOBER 9, 2024

The rapid evolution of AI is transforming nearly every industry/domain, and software engineering is no exception. But how so with software engineering you may ask? These technologies are helping engineers accelerate development, improve software quality, and streamline processes, just to name a few.

Software Engineer 40

Software Engineer Software Development DevOps Machine Learning 40

NVIDIA

JUNE 2, 2024

NVIDIA NIM , a set of generative AI inference microservices, works with KServe , open-source software that automates putting AI models to work at the scale of a cloud computing application. Try the NIM API on the NVIDIA API Catalog using the Llama 3 8B or Llama 3 70B LLM models today.

Generative AI 126

Generative AI Software Engineer Large Language Models LLM 126