AWS Machine Learning Blog

MARCH 21, 2025

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. It offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI practices. samples/2003.10304/page_2.png"

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Unite.AI

JUNE 7, 2023

Can you discuss why enterprises should integrate application security early into the software development life cycle? DevSecOps, also known as “secure devops”, is the mindset that security is integrated throughout the entire SDLC, from requirements to architecture and design, coding, testing, release and deployment.

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IBM Journey to AI blog

FEBRUARY 6, 2024

There would be no e-commerce, remote work capabilities or the IT infrastructure framework needed to support emerging technologies like generative AI and quantum computing. Serverless computing allows software developers to devote more attention to the code and business logic specific to their applications.

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Flipboard

AUGUST 21, 2023

Generative AI, ChatGPT, and large language models (LLMs) like GitHub Copilot and other AI code-generation tools are changing software development …

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AWS Machine Learning Blog

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Generative AI workloads are no different.

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Unite.AI

SEPTEMBER 30, 2024

If AI learns from biased data, the outcomes will reflect those biases and skew the results. Similarly, generative AI has not yet fully matured in QA, especially in mobile app testing. As more QA teams adopt AI for its unparalleled efficiency and precision, it will become an integral part of their workflows.

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AWS Machine Learning Blog

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

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IBM Journey to AI blog

AUGUST 11, 2023

The paper suggested creating a systematic “MLOps” process that incorporated CI/CD methodology commonly used in DevOps to essentially create an assembly line for each step. How generative AI is evolving MLOps The release of OpenAI’s ChatGPT sparked interests in AI capabilities across industries and disciplines.

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AWS Machine Learning Blog

MARCH 10, 2025

The use of multiple external cloud providers complicated DevOps, support, and budgeting. It became apparent that a cost-effective solution for our generative AI needs was required. Response performance and latency The success of generative AI-based applications depends on the response quality and speed.

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Unite.AI

DECEMBER 7, 2023

Clean Code promotes security, maintainability, and reliability, and can enable developers to anticipate and handle unexpected states more effectively and get the software back up and running quicker. Can you discuss the benefits of using Generative AI for code generation?

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AWS Machine Learning Blog

AUGUST 22, 2024

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently.

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Chatbots Life

MAY 16, 2023

Top 5 Generative AI Integration Companies to Drive Customer Support in 2023 If you’ve been following the buzz around ChatGPT, OpenAI, and generative AI, it’s likely that you’re interested in finding the best Generative AI integration provider for your business.

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Marktechpost

JUNE 25, 2024

Google Gemini is a generative AI-powered collaborator from Google Cloud designed to enhance various tasks such as code explanation, infrastructure management, data analysis, and application development. Its features include text generation, error detection, security configuration, and resource management.

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Artificial Corner

MARCH 6, 2025

This suggests that developers using AI assistants tend to paste new code suggestions rather than refining or reusing existing code. Google’s 2024 DORA State of DevOps report found that increased AI adoption modestly improved code quality by 3.4% However, not all reports paint a negative picture.

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AWS Machine Learning Blog

OCTOBER 16, 2024

This case study serves as a testament to the transformative power of AI and speech-to-text technology in enhancing customer service efficiency and effectiveness. The solution’s design and capabilities position Intact well to use generative AI for future transcription projects.

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Unite.AI

JANUARY 25, 2024

Surge in Generative AI and GPTs: A New Focus in Tech Development The tech world is witnessing a seismic shift in focus, as evidenced by the O'Reilly Report, which highlights a staggering 3,600% surge in interest in Generative Pre-trained Transformers (GPT) and generative AI.

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IBM Journey to AI blog

APRIL 4, 2024

PaaS, or Platform-as-a-Service , is on-demand access to a full-service cloud platform for developing, running and managing applications without the cost, complexity and inflexibility that often come with building and maintaining that platform on-premises. SaaS, or Software-as-a-Service , is on-demand access to ready-to-use software apps (e.g.,

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. The following diagram shows the architecture of a generative AI application using the RAG approach.

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AWS Machine Learning Blog

JULY 11, 2024

In this blog post, we explore how Agents for Amazon Bedrock can be used to generate customized, organization standards-compliant IaC scripts directly from uploaded architecture diagrams. Remove the generated Terraform scripts from the GitHub repo. Delete the Amazon Bedrock knowledge base Bedrock if it’s no longer needed.

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AWS Machine Learning Blog

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning Blog

JUNE 8, 2023

However, businesses can meet this challenge while providing personalized and efficient customer service with the advancements in generative artificial intelligence (generative AI) powered by large language models (LLMs). Generative AI chatbots have gained notoriety for their ability to imitate human intellect.

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IBM Journey to AI blog

AUGUST 6, 2024

Serverless, or serverless computing, is an approach to software development that empowers developers to build and run application code without having to worry about maintenance tasks like installing software updates, security, monitoring and more. How does serverless work?

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AWS Machine Learning Blog

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning Blog

JULY 8, 2024

Typically data scientists are only concerned with the science aspect of ML workflows, whereas DevOps and ML engineers focus on the production environments. Anila Joshi has more than a decade of experience building AI solutions. Kamran Razi is a Machine Learning Engineer at the Amazon Generative AI Innovation Center.

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Data Scientist ML Engineer Machine Learning Data Science 110

IBM Journey to AI blog

JULY 16, 2024

After the required source components are identified, Kate then uses generative AI (gen AI) to convert the COBOL code to object-oriented Java. Azure Logic Apps provide another option for developers, allowing them to modernize their mainframe applications without expensive hardware and software upgrades.

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AWS Machine Learning Blog

JUNE 11, 2024

His area of focus is generative AI and AWS AI Accelerators. Niithiyn works closely with the Generative AI GTM team to enable AWS customers on multiple fronts and accelerate their adoption of generative AI. He focuses on generative AI, AI/ML, and data analytics.

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ODSC - Open Data Science

OCTOBER 9, 2024

But before you add AI to your skill tool chest, you might have some questions, and that’s where we come in. Let’s go and explore together how AI can revolutionize key areas of software development, from coding to testing, deployment, and security. Just keep in mind, that this shouldn’t replace the human element.

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IBM Journey to AI blog

AUGUST 12, 2024

When enterprises need to build an application, one of the most important decisions their leaders must make is what kind of software development to use. While there are many software architectures to choose from, serverless and microservices architectures are increasingly popular due to their scalability, flexibility and performance.

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

Fortunately, generative AI-powered developer assistants like Amazon Q Developer have emerged to help data scientists streamline their workflows and fast-track ML projects, allowing them to save time and focus on strategic initiatives and innovation. For pricing information, see Amazon Q Developer pricing.

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AWS Machine Learning Blog

NOVEMBER 21, 2023

Tarun Sharma is a Software Development Manager leading Amazon Music Search Relevance. Prior to working at Amazon Music, Siddharth was working at companies like Meta, Walmart Labs, Rakuten on E-Commerce centric ML Problems. Siddharth spent early part of his career working with bay area ad-tech startups.

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Marktechpost

JULY 17, 2023

The advantages of using synthetic data include easing restrictions when using private or controlled data, adjusting the data requirements to specific circumstances that cannot be met with accurate data, and producing datasets for DevOps teams to use for software testing and quality assurance. Edgecase.ai helps to address.

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IBM Journey to AI blog

MARCH 6, 2024

Software development is one arena where we are already seeing significant impacts from generative AI tools. A McKinsey study claims that software developers can complete coding tasks up to twice as fast with generative AI. Generative AI is just one tool in the toolbelt.

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Mlearning.ai

JUNE 16, 2023

Increase your productivity in software development with Generative AI As I mentioned in Generative AI use case article, we are seeing AI-assisted developers. SDLC stages Let’s review software development lifecycle first. They are pretty self-explanatory to a software developer.

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Software Development Generative AI ChatGPT Prompt Engineer 52

AWS Machine Learning Blog

AUGUST 29, 2024

Qing Lan is a Software Development Engineer in AWS. How are you?"}, {"role": "assistant", "content": "Hi! decode("utf8")) print(json.dumps(output, indent=2)) That’s it! In his spare time, he enjoys seeking out new cultures, new experiences, and staying up to date with the latest technology trends. You can find him on LinkedIn.

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AWS Machine Learning Blog

MARCH 18, 2024

Qing Lan is a Software Development Engineer in AWS. Nikhil Kulkarni is a software developer with AWS Machine Learning, focusing on making machine learning workloads more performant on the cloud, and is a co-creator of AWS Deep Learning Containers for training and inference.

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Unite.AI

NOVEMBER 21, 2024

Archana Joshi brings over 24 years of experience in the IT services industry, with expertise in AI (including generative AI), Agile and DevOps methodologies, and green software initiatives. Our own research at LTIMindtree, titled “ The State of Generative AI Adoption ,” clearly highlights these trends.

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AWS Machine Learning Blog

NOVEMBER 27, 2024

For enterprises in the realm of cloud computing and software development, providing secure code repositories is essential. Are you ready to streamline your cloud deployment process with the generative AI of Amazon Bedrock? Embrace the potential for a swift, secure, and efficient cloud transformation with Amazon Bedrock.

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