Operations | Monitoring | ITSM | DevOps | Cloud

AI

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. ‍