Operations | Monitoring | ITSM | DevOps | Cloud

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.

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.

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).

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!

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.