Operations | Monitoring | ITSM | DevOps | Cloud

GenAI security with confidential computing

Watch to explore how to ensure data security and privacy in AI applications that employ Large Language Models (LLMs). As generative AI becomes increasingly vital for enterprises – especially in applications such as chatbots utilizing Retrieval-Augmented Generation (RAG) systems – ensuring the security and confidentiality of data within these frameworks is essential. During this webinar: We will introduce confidential computing as a method for safeguarding data, with a specific focus on its application within RAG systems for securing data during usage or processing;

Observability to Generative AI: Journey in Evolving IT Operations

For those of us managing the ever-evolving IT infrastructure, the days of simple cause-and-effect relationships are long gone. A performance dip in one application might affect microservices, destabilizing the systems. Alerts – flood in, logs – pile up, and even the most sophisticated monitoring dashboards often leave asking: Where do we even begin?

Revolutionize Sales Strategies with AI Sales Script Generators

The world of sales is changing rapidly, and businesses are leveraging technology to gain a competitive edge. Among the innovative tools transforming the landscape, AI-powered sales script generators are proving to be a game-changer. These tools not only enhance the efficiency of sales teams but also enable businesses to connect with their target audience more effectively. This article explores how AI sales script generators revolutionize sales strategies, highlighting their impact on productivity, personalization, and lead conversion.
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You've finally decided to look beyond Solution Manager - here's what you have been missing

The end is near! That's right, mainstream support for SAP ECC will be ending in 2027. While this is fairly well known what is less obvious is that this also includes support for SAP Solution Manager. Let's be honest though, the functional end of life for Solution Manager happened quite a while ago.

Build Datadog workflows and apps in minutes with our AI assistant

Datadog is a central hub of information—enabling you to see logs, traces, and metrics from across your stack and providing a centralized source of notifications about potential issues. However, when Datadog notifies you of an issue, you often need to log in to other applications to fully assess and resolve it, which slows down mitigation.

The Future of ITSM: How AI is Driving Service Management

AI in ITSM (Information Technology Service Management) offers significant potential - enhancing efficiency, personalization, and predicting problems in advance. However, harnessing this potential requires more than simply following the hype. Careful planning and a clear strategy are needed. This article will evaluate the options, obstacles, and advantages of implementing AI in ITSM.

Top 10 Best AI Dubbing Software for Effortless Video Localization

Looking for the best AI dubbing software to streamline video localization? This article highlights the top 10 AI tools designed to automate dubbing, saving time and enhancing the viewing experience across multiple languages. Discover how these solutions can help you reach global audiences effortlessly.

Confidential AI with Ubuntu on Azure: a deep dive | Data & AI Masters | Canonical and Microsoft

When performing machine learning tasks in the cloud, enterprises understandably have concerns about the potential compromise of their sensitive data privacy as well as their model’s intellectual property. Additionally, stringent industry regulations often prohibit the sharing of such data. This makes it difficult, or outright impossible, to utilise large amounts of valuable private data, limiting the true potential of AI across crucial domains.

Pioneering the Future of Observability with AI

In September, Lumigo announced we were exploring how AI can help shape the next generation of observability. Since then, we’ve unveiled the beta of Lumigo Copilot, which we believe will be the most intelligent AI in observability. Today, we’re providing an update on our progress and inviting our customers to participate in the beta.

Optimize LLM application performance with Datadog's vLLM integration

vLLM is a high-performance serving framework for large language models (LLMs). It optimizes token generation and resource management to deliver low-latency, scalable performance for AI-driven applications such as chatbots, virtual assistants, and recommendation systems. By efficiently managing concurrent requests and overlapping tasks, vLLM enables organizations to deploy LLMs in demanding environments with speed and efficiency.

Unlock Unmatched Insights: Introducing the deepest Hybrid Infrastructure Observability Platform

If you want to ensure that your infrastructure is resilient by modern standards, you need to have a deep understanding of how processes and technology impact your business. Learn how Virtana unlocks unmatched insights into your infrastructure through our Virtana AI Platform for deep hybrid infrastructure observability, to give you the deep understanding you need for a resilient infrastructure.

EssayHub Reviews: Why It Outperforms AI in Writing

AI tools like ChatGPT are making waves in education. They're fast, efficient, and can whip up an essay in seconds. For students in a time crunch, that sounds like a dream come true. But here's the catch: using AI for essays is risky business. Plagiarism is a big problem, and AI-generated work often lacks originality. Plus, there's the constant worry of getting caught. Let's face it: a generic, cookie-cutter essay won't impress your professors.

C1 Edge Research Reveals 99% of Organizations Are Accelerating Generative AI Adoption to Enhance Employee and Customer Experiences

C1 publishes comprehensive report titled The Era of AI-Powered Connected Human Experience is Underway. The report details how organizations across multiple industries are rapidly integrating generative AI to improve automation, create new products and services, software development, and collaboration.

How to Build an AI Copilot - From zero to hero

Learn how Lumigo created an ai Copilo from an idea into an expert AI-powered observability problem-solver. We'll discuss our early challenges and how we overcame them. Get an insider's look at the systematic improvements we applied, from guiding the model like a junior developer to setting up an evaluation pipeline that allowed us to monitor and scale effectively.

What are the benefits of generative AI for IT?

Can generative AI help improve IT efficiency? Imagine you’re part of an IT team constantly juggling a growing number of support tickets, system issues, and daily maintenance tasks. It can feel like you’re always playing catch-up. It’s a common challenge: Repetitive tasks and troubleshooting waste valuable time, leaving little room for innovation or strategic improvements. Generative AI (GenAI) for IT provides a solution.

Transform Troubleshooting with Logz.io's AI Agent

As Gartner predicts, AI will support up to 70% of performance monitoring and troubleshooting tasks in the next few years. The Logz.io AI Agent helps teams get ahead of this curve today. Too much time spent troubleshooting? You’re not alone. Manual investigation, jumping between dashboards, and piecing together scattered data are time-consuming and frustrating.

Agentic RAG on Dell AI Factory with NVIDIA and Elasticsearch Vector Database

We are excited to collaborate with Dell on the white paper,Agentic RAG on Dell AI Factory with NVIDIA. The white paper is a design reference document for developers outlining strategies and solution components to implement agentic retrieval augmented generation (RAG) applications. It’s a design point for organizations across industries, specifically healthcare, for the agentic RAG framework decision-making with AI-driven data retrieval.

Adding AI to Observability 2.0 for Dynamic Observability

The original premise of observability was to ensure system health, identify issues, and resolve those issues efficiently. As I recently outlined, the legacy approach (sometimes called Observability 1.0 now) relied heavily on metrics and tracing because logs were seen as too noisy or challenging. But, as most forward thinkers have identified now, logs are exactly the telemetry type that we need the most.

The Top 10 LLM Evaluation Tools

The emergence of Large Language Models (LLMs) such as GPT-4, BERT, and their counterparts has revolutionized artificial intelligence across industries. These advanced AI systems power a variety of applications, from chatbots and content generation to sophisticated decision-making tools. However, deploying LLMs in real-world scenarios brings challenges such as ensuring accuracy, fairness, robustness, and efficiency. LLM evaluation tools have become essential for organizations aiming to maintain high standards of performance and reliability in these AI-driven systems.

From DevOps to GenOps: The Future of Cloud-Native and Hybrid IT Operations

Over the past decade, DevOps has transformed IT operations by fostering collaboration between developers and operations teams. It brought agility, automation, and efficiency to software development and deployment. But as IT environments evolve, especially with the rise of cloud-native and hybrid infrastructures, a new paradigm is emerging: GenOps (short for Generative Operations).

Future-proofing operations with generative AI

NOBODY PANIC! The Elastic AI assistant’s got you! Transform problem identification and resolution, and eliminate manual data chasing across silos with an interactive assistant that delivers context-aware information for SREs. Additional Resources: About Elastic Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale. Elastic’s solutions for search, observability, and security are built on the Elastic Search AI Platform — the development platform used by thousands of companies, including more than 50% of the Fortune 500.

The Role of Data Sovereignty in Securing the Future of UK Enterprise AI

Data sovereignty has become increasingly critical for UK enterprises, particularly in regulated sectors like finance, healthcare, and the public sector. This is due in part to growing concerns over data security and the need for compliance with increasingly stringent regulations.

Are ChatGPT or Claude better than Playwright Codegen?

I'm a bit of an AI skeptic. And even though GitHub Copilot is my daily auto-completion on steroids, I always double-check the code generated by LLMs. If you're using AI for coding, you probably know that the results are sometimes surprisingly good and other times shockingly terrible. Lately, I have seen more and more articles and even docs recommending ChatGPT to generate Playwright tests. Could this be true? Are ChatGPT and friends really that good at generating test code?

Write Playwright Tests in Seconds with ChatGPT!?

Can AI generate good Playwright code? Join Stefan as he explores AI-driven Playwright scripting, using tools like the language models ChatGPT and Claude. Watch as he demonstrates the capabilities of Playwright's 'codegen' command and pits it against AI-generated test scripts. Despite initial skepticism, the results from AI were surprising!

How AI and IoT Are Transforming Aviation

Air travel can be stressful for passengers, especially when dealing with long lines, delays and lost luggage. Additionally, high costs, airport congestion and cybersecurity threats can place additional stress on aviation professionals. The Internet of Things (IoT) and artificial intelligence (AI) can help improve operations, customer experience, safety and sustainability. Learn how these technologies are revolutionizing the aviation industry - both in the skies and on the ground - and how to use them to improve internal processes.

The Future of Customer Experience: How AI is Leading the Charge

When we think of the most game-changing innovations in recent times, there are many candidates. For instance, renewable energy solutions have changed how we think about sustainability and go about reducing carbon emissions. We’ve also seen the rise of blockchain technology that creates decentralized systems impacting finance, public administration, and even the food sector. ‍

AI-Powered Updates-Issue Grouping, Autofix, Anomaly Detection, and more

What if you could not only find software issues you care about but also have the fix ready? We just introduced several updates that intelligently group new issues, reducing noise by about 40% and automatically suggesting fixes to annoying bugs you shouldn’t have to think about.

What's New with Kentik AI: Enhanced Journeys for Cloud Observability, DDoS, Peering, and Faster Network Insights

Kentik Journeys is an AI-powered user experience that helps you investigate your network. It combines knowledge about your network with deep GenAI integration to help you answer network questions and solve problems faster than ever. Since launch, we’ve been innovating on Journeys’ capabilities and skills with customer feedback. Here’s a peek at what’s new.

The Key Technologies Revolutionizing Video Solutions for Businesses

Video has become a cornerstone of communication for businesses. Whether it's captivating marketing campaigns, seamless virtual meetings, or cutting-edge training tools, video solutions are revolutionizing the way companies operate and engage with their audiences. But behind the magic of compelling visuals and flawless streaming lies a suite of advanced technologies driving this transformation.

How to Integrate ChatGPT Into Your App

Artificial intelligence has revolutionized the way we interact with technology, and tools like ChatGPT have taken user engagement to the next level. Developed by OpenAI, ChatGPT is a language model capable of generating human-like text responses, making it ideal for chatbots, virtual assistants, content creation, and more. If you're looking to integrate ChatGPT into your app, this guide provides a comprehensive overview of the process, from understanding its capabilities to best practices for implementation.

Complete 2024 Guide to Amazon Bedrock: AWS Bedrock 101

We’ve all been hearing about Amazon Bedrock – and the exclusive few who could access the full scope of AWS’ new product. But what exactly is AWS Bedrock? What can it help you accomplish? And, most importantly, when can you get full access to it? Learn all you need to know about AWS’ new tool from our cloud experts.

Elastic and Red Hat: Accelerating public sector AI and machine learning initiatives

As public sector organizations adapt to the exponential growth of data, there is a pressing need for powerful, adaptable solutions to manage and process large, complex data sets. Artificial intelligence (AI) and machine learning (ML) have become essential tools with the potential to transform data into actionable intelligence for government agencies. However, deploying these advanced solutions requires a robust infrastructure capable of handling the demands of data processing, storage, and analysis.

Enhance observability with AI-powered IT operations

Your organization probably relies on a collection of observability tools to track specific elements of its IT stack. You’re not alone; a recent survey from Enterprise Strategy Group showed that most organizations have six or more observability solutions. Our research found that the average BigPanda customer uses 20 observability and monitoring data sources!

How to integrate GitHub Copilot with Bitbucket, Jira & Confluence

We recently spoke with customers who want all the advantages and benefits of being standardized on the Atlassian platform with Bitbucket, with an integrated experience across planning, source control, CI/CD, and beyond, while still being able to take advantage of using GitHub Copilot. In this blog, we’re excited to demonstrate how easy it is to use GitHub Copilot alongside your Bitbucket repos.

Mastering the Art of Effective Study Habits: Strategies for Academic Success

Effective study habits that promote learning, retention, and application of knowledge are key to academic success, not innate intellect or extended hours of studying. These habits can boost academic achievement, reduce stress, and boost confidence. As learning settings change, tactics must adapt. In this post, we discuss practical ways to improve study habits and academic performance.
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AI Operations: Integrating Agentic AI for Seamless Workflow Automation

With agentic AI integrated, seamless workflow automation in IT operations is now achievable. By utilizing this advanced AI, organizations can achieve autonomous systems that respond in real-time and learn and adapt, creating operational efficiencies that reduce manual oversight. CloudFabrix, a provider of AI-driven IT solutions, leverages agentic AI to transform complex workflows, reduce manual workloads, and help organizations become more resilient and agile.

Meet Zia: ServiceDesk Plus' AI-powered virtual assistant! [On-premises]

Meet Zia, our own AI-powered virtual assistant designed to improve your service desk efficiency by automating routine tasks in the on-premises version of ServiceDesk Plus. From predicting ticket categories, templates, or approval actions, to automating request closures, Zia (once trained on your past ticket data) can do it all—freeing up valuable time for you and your IT service desk team. Set up the Zia Bot to be the go-to conversational assistant for end users and customize its actions to help users create tickets, request for services, or access self-service articles, reducing the L1 footprint.

The Business Leader's Guide to AI Implementation: Where to Start?

Although AI is revolutionizing industries across the world, some leaders might feel understandably intimidated by this technology. Questions like "Where do I start?" and "Is this the right tool for me?" are some of the most common ones. Those are the ones tackled in this article. Let's explore the practical steps to take for a successful AI implementation so that AI works for you, not the other way around.

How AI Helped To Migrate 37 Apps From Heroku To AWS Under 2 Hours

Startups relying on Heroku often hit roadblocks as they scale. Rising costs, technical limitations, and lack of control over infrastructure force many to explore alternatives. One such startup recently migrated 37 applications from Heroku to AWS using Qovery’s DevOps AI Migration Agent. Here’s how they accomplished this migration in less than two hours, saving days of manual work.

AI-Driven Hair Assessments for Healthier, Stronger Hair

AI-driven hair assessments leverage advanced algorithms to provide insightful evaluations of hair condition, strength, and overall health. This technology enables individuals to receive personalized recommendations and insights based on their unique hair characteristics. As consumers increasingly seek more efficacious solutions to address hair issues, AI offers an innovative approach that empowers users. The demand for such tools has grown, leading to a range of products and applications designed to optimize hair care regimens through precise data analysis. Keep reading to learn more!

Building an AI Chatbot Playground with React and Vite

Read how we set up an experimental chatbot environment that allows us to switch LLMs dynamically and enhances the predictability of AI-assisted features' behavior within the ilert platform. The article includes a guide on how you can build something similar if you plan to add AI features with a chatbot interface to your product.

How Generative AI Can Prevent Downtime with AI-Powered Observability

Generative AI (GenAI) is still in its infancy, but its impact is already being felt across industries. Over the past year, production applications leveraging GenAI have gone from proof-of-concept to delivering real-world value. According to the World Economic Forum, 75% of surveyed companies plan to adopt AI technologies by 2027. Leading cloud providers like AWS are making significant investments.

Troubleshoot and resolve Kubernetes issues with AI-powered guided remediation

As teams adopt Kubernetes at greater scale, they face increased complexity in keeping their growing list of workloads and services up and running. Achieving the visibility and context needed to detect and resolve incidents quickly is difficult amid a constant flood of telemetry data and alerts. Furthermore, Kubernetes expertise often remains siloed in DevOps and infrastructure teams.

Ethical AI: What Are the Risks and How Can We Ensure Fairness?

AI technology has taken over the world in the recent few years. Because of the importance that it has nowadays in our lives, there is a big need for technology to be ethical. There are many things that have to be considered to ensure that everything is fair and square, and here we are going to talk about potential problems and solutions.

Troubleshooting RAG-based LLM applications

LLMs like GPT-4, Claude, and Llama are behind popular tools like intelligent assistants, customer service chatbots, natural language query interfaces, and many more. These solutions are incredibly useful, but they are often constrained by the information they were trained on. This often means that LLM applications are limited to providing generic responses that lack proprietary or context-specific knowledge, reducing their usefulness in specialized settings.

The Battle of AI: ChatGPT vs Gemini

We all know that AI is becoming as integral to our lives as the internet. Regardless of how you use it, whether for work or just for fun, it is a decent tool for getting information and ideas quickly. Whichever one you use, you can ask it for whatever you want without searching through dozens of web pages that are often filled with ads or data trackers. That being said, there are still privacy concerns regarding AI, so while we will look at ChatGPT vs.

Introducing AI-Enhanced Data Generation to Redgate Test Data Manager

We’re excited to reveal our latest effort towards simplifying and accelerating the test data management process: AI Synthetic Data Generation, part of Redgate Test Data Manager. Officially introduced in a session at the recent PASS Data Community Summit, the capability uses machine learning to rapidly generate realistic yet entirely synthetic data – all while maintaining data integrity and with data privacy built-in as priority.

From Zero to Hero in AI: My Serverless LLM Adventure!

In this Civo Navigate 2024 session, Engin Diri shares his unexpected journey into managing Open-Source Large Language Models (LLMs) in a cloud infrastructure setting. Discover the three key strategies he proposed to clients, weighing the pros and cons of each approach. Engin also addresses the challenges faced along the way and the solutions implemented to overcome them.

How to Prepare Your Data Estate for AI Success

It’s hard not to speak in cliches when we talk about artificial intelligence (AI). Today, AI seems to be all around us. And whatever its cultural impact, its rapid evolution is leading to widespread adoption across industries. Much of the discourse focuses on what machine intelligence can do to enrich our lives and businesses. But less has been said about data, and how every AI system relies on it to operate.

The AI Time Bomb: How Martech Can Prepare For Surging OpEx Costs

For the past two years, AI enthusiasts have been treated to a nonstop procession of lightspeed innovations. ChatGPT rang the era in with a bang; millions of blogs, emails, trivia questions, and sonnets later, Microsoft etched the writing on the wall with its $10 billion investment in OpenAI, ChatGPT’s progenitor. Since then, companies from Alphabet to Zoom have scrambled to somehow, some way, integrate AI into their core offerings.

LLM Monitoring and Observability

The demand for LLM is rapidly increasing—it’s estimated that there will be 750 million apps using LLMs by 2025. As a result, the need for LLM observability and monitoring tools is also rising. In this blog, we’ll dive into what LLM monitoring and observability are, why they’re both crucial and how we can track various metrics to ensure our model isn’t just working but thriving.

Cribl Copilot Leverages Our Docs to Get You Answers Faster Than Ever Before!

Cribl employees are renowned for their insatiable curiosity, especially when it comes to their passions. Having been a technical writer for most of my adult life, this goat is deeply passionate about two things: writing engaging content and understanding the mindset of our users. As one of our founders always says, “Software is a people business.” To make my users successful, I need to know how they think. But what if the “user” is a machine? This goat is intrigued.