Technological Breakthroughs in Hurricane Forecasting
The 2023 Atlantic hurricane season marks a transformative era in tropical forecasting, driven by the remarkable progress in machine learning and big data analysis. It’s a rapidly evolving field, where technology and meteorology intersect to better prepare the public for the formidable forces of Mother Nature. NOAA’s 2023 Atlantic Hurricane Season Forecast The National Oceanic […]
Google Previews Generative AI Service to Improve Code
Google is previewing an instance of a generative artificial intelligence (AI) service that surfaces code recommendations to make it possible to build high-quality applications faster. Specifically, Duet AI for Google Cloud surfaces code recommendations in real-time, generates full functions and code blocks and suggests fixes for vulnerabilities and errors in the code that it discovers. […]
New Relic Taps Generative AI to Simplify Observability
New Relic has added a tool that takes advantage of generative artificial intelligence (AI) to make it simpler to query the telemetry data collected by its observability platform via a natural language interface (NLI). Jemiah Sius, director of developer relations for New Relic, said New Relic Grok will make the New Relic One platform more […]
Can ChatGPT Fix Bugs? ‘Wolverine’ Dev Says YES
In this week’s #TheLongView: Instead of AI aids for programming, what about for debugging? The pseudonymous “BioBootloader” says he’s persuaded GPT-4 to make his code self heal.
Postman Releases Tool for Building Apps Using APIs
Postman today made generally available a visual tool infused with artificial intelligence (AI) that makes it simpler to build software by invoking application programming interfaces (APIs) found on its network. Shamasis Bhattacharya, chief software architect for Postman API, said Postman Flows makes it possible to use a low-code tool to build software using tens of […]
HPE to Acquire OpsRamp to Gain AIOps Platform
Hewlett-Packard Enterprise (HPE) this week revealed it is acquiring OpsRamp to gain access to a platform for embedding artificial intelligence in IT operations (AIOps). Latha Vishnubhotla, chief platform officer in the office of the CTO for HPE, said the company would embed the machine learning technology developed by OpsRamp across its entire portfolio in addition […]
Neural Hashing: The Future of AI-Powered Search
In recent years, vector embeddings have emerged as a promising technology to power information retrieval projects. Vectors use mathematics to represent words and encapsulate meaning. Combined with deep learning algorithms, you can build powerful AI search applications. However, recent advances have shown that another kind of technology – neural hashes – can outperform vectors while […]
Before ChatGPT, AIOps Powered Enterprises for Years
Led by OpenAI and its ChatGPT software, a new era of consumer use cases for artificial intelligence is here. These exciting new tools have made AI more accessible to more users than ever before. No longer is this technology the exclusive domain of wealthy corporations. However, while the world is now focused on the potential […]
Optimizing Cloud Costs for DevOps With AI-Assisted Kubernetes
As indicated in my prior blog, Optimizing Cloud Costs for DevOps With AI-Assisted Orchestration, an AI-assisted Kubernetes orchestrator is needed to optimize cloud costs for DevOps, DevSecOps and SRE. This blog describes the landscape for cloud-native optimization approaches and a features requirement blueprint for an AI-assisted Kubernetes orchestrator. The blog also describes a roadmap for […]
The Time for Automated Testing is Now
Skilled software testers continue to be in high demand, and it appears that trend won’t change any time soon. The current labor shortage and a looming recession is giving software development leaders good cause to think about how to attract and keep qualified personnel and, more importantly, enable them to work as efficiently as possible. […]
CircleCI Will Use AI to Increase Collective DevOps Intelligence
CircleCI has committed to adding additional collective intelligence capabilities to its continuous integration/continuous delivery (CI/CD) platform that will leverage machine learning and other forms of artificial intelligence (AI) to optimize application development and delivery. CircleCI CEO Jim Rose said that as the company’s namesake CI/CD platform continues to collect more telemetry data from multiple customers, […]
Adopting Shift Left Testing in Software QA
I am often asked to recommend best practices for building software testing programs. The problem is that it depends on your definition of “best.” What works for an innovative startup developing software and deploying agile development sprints is not necessarily going to suit an established public company launching a new web product. The software development […]
Finding Value in AI-Augmented DevOps
While artificial intelligence (AI) and machine learning (ML) are emerging technologies, we know they can help an organization parse large data sets and glean actionable insights. But do AI-infused processes actually make a difference in organizations that employ DevOps? The answer is explored in a recent survey by Tricentis. Working in partnership with Techstrong Group, […]
MLOps Vs. DevOps: What’s the Difference?
Machine learning operations, or MLOps for short, is a key aspect of machine learning (ML) engineering that focuses on simplifying and accelerating the process of delivering ML models to production and maintaining and monitoring them. MLOps involves collaboration between different teams including data scientists, DevOps engineers, IT specialists and others. MLOps can help organizations create […]
DevOps Unbound EP 19 – How AI and ML are being used in DevOps Today – TechStrong TV
Alan Shimel: Hey, everyone. I’m Alan Shimel, CEO of MediaOps, DevOps.com, Container Journal, Security Boulevard, and you’re watching DevOps Unbound. DevOps Unbound is sponsored by our friends at Tricentis. So many thanks to them. And DevOps Unbound is a biweekly show where we cover topics of interest to the DevOps audience. I am the host. […]
Techstrong TV: Applications of AI in the Real World
Alan and Christelle talk about the “hello, Human” podcast series from FortressIQ where they discuss the latest topics in artificial intelligence and how it’s being applied in the real world. The video and a transcript of the conversation are below. Intro: This is Digital Anarchist. Alan Shimel: Hey, everyone, welcome to another segment here […]
Dell Updates AIOps Platform to Better Automate IT Ops
Dell Technologies this week updated its IT operations platform infused with artificial intelligence, dubbed CloudIQ, to add support for its PowerEdge servers. In addition, Dell pledged to add support for its PowerSwitch networking hardware next month as part of an ongoing effort to extend the reach of its AIOps platform across the entire Dell EMC […]
Is AI Taking Over DevOps Functions?
Artificial intelligence has taken the tech world to a new level of automation. Today, almost every specialization demands the intervention of machine learning to develop AI technologies that help businesses do more with less time and resources. Still, some organizations question whether leading with AI is a good investment. For DevOps, the answer is a […]
SREs Say AIOps Doesn’t Live Up to the Hype
What can you expect when investing in artificial intelligence for IT operations (AIOps)? Real-time visibility across huge volumes of information. Lightning-fast event correlation and anomaly detection. Automated remediation and self-healing, without Ops personnel having to lift a finger. It all sounds amazing—at least, if you believe the marketing hype. But do those kinds of AIOps […]
How IT Can Use AI To Prepare For Uncertainty
The past year has been unpredictable for businesses – from migrating to remote work to planning for a return to offices to keeping pace with shifting government guidelines. With so much in flux, it was and is a good reminder that organizations must be prepared for the unexpected and have contingency plans in place. From […]
Why Real-Time Asset Intelligence is a Must
Complexity breaks correlation. Intelligence brings cohesion. This simple principle is what makes real-time asset intelligence a must-have for AIOps that is meant to diffuse complexity. To further create a context for the user, it is critical to understand service dependencies and correlate alerts across the stack to resolve incidents. Why not just CMDB? CMDB systems […]
Do You Need a Cloud AI Engineer?
For all the technological advancements we are witnessing in AI and machine learning, the practical benefits remain elusive in the non-tech business world, frustrating decision-makers as AI investment climbs. For example, over the past several years, many Fortune 500 companies have invested in strong data science teams and AI labs, but still struggle when it comes […]