Operations | Monitoring | ITSM | DevOps | Cloud

If you haven’t already read part 1, click here to do that first. If you look at the screenshots, they’re actually quite simple to understand. Anyone can easily identify whether the OS booted successfully at first glance. Look at the following examples and you’ll see what I mean : So, rather than the existing deterministic method, which relied on indirect evidence, we opted to use machine learning and neural networks to analyze and classify screenshots like a human being.

For years, Jenkins has been a staple in the world of Continuous Integration and Continuous Deployment (CI/CD). Its open-source nature and extensive plugin ecosystem made it a go-to choice for developers and organizations worldwide. However,Jenkins no longer being free, prompting many to seek alternative solutions. Enter Razorops, a CI/CD platform that offers robust features and a commitment to being free forever.

In the last few years, there has been a remarkable expansion in the benefits Artificial Intelligence (AI) offers. AI’s influence is pervasive everywhere, from voice-activated virtual assistants like Siri, Google Assistant, and Alexa to recommendation systems such as those employed by Netflix, Amazon, and Instagram and phone cameras that can provide real-time translation of text, signs, and menus. Nearly 77 percent of devices today use AI technology in one form or another.

Generative AI and large language models (LLM) are fundamentally changing the way we interact with data, especially in the realm of Kubernetes and observability. These technologies are reshaping our field, and there is a lot to understand and unpack so organizations like yours can make sense of it all. What data is important, and what isn’t? How can LLMs make my day-to-day easier, and what do I need to do to ensure I don’t get overwhelmed?

Artificial intelligence (AI) is seemingly everywhere in today’s tech landscape. The hype cycle is in full flow, especially regarding the use of large language models (LLM) for generative AI like OpenAI ChatGPT, Google Gemini and Anthropic Claude. Indeed, many tech companies are determined to add LLM into products where it sometimes seems tacked on.