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 […]
Large Organizations Are Embracing AIOps
A survey of 265 IT leaders found the primary reason organizations are applying artificial intelligence to IT operations (AIOps) is to improve service and application availability and performance (60%), followed closely by automation of operations (58%) and processes (54%). Conducted on behalf of OpsRamp, a provider of an AIOps platform, the survey polled 138 IT […]
What NetOps Teams Should Know Before Starting Automation Journeys
Automation has captured the human imagination since the earliest days of recorded history. A fanciful example of this comes from Homer’s classic “The Iliad” in the form of a bronze robot called Talos, which was designed to automatically monitor and defend the island of Crete from marauding intruders. The appeal of automation for IT organizations, […]
Low-Code Should be Worried About ChatGPT
Is ChatGPT the technology revolution that will save the world, or the Pandora’s Box that will eventually destroy it? How about neither? Putting these two extremes aside, a more rational concern is whether ChatGPT will steal your job, especially if you work in software development. Is this a fair concern? Conversations like this are nothing […]
Microsoft Power Platform Integrates ChatGPT: What This Means
Microsoft recently announced it integrated ChatGPT into its low-code Power Platform developer suite. This follows the news of ChatGPT-powered Bing search and Microsoft’s pledge to invest billions into its partner company, OpenAI. ChatGPT, the large language model (LLM), has reached viral status due to its ability to generate impressively complex textual outputs given simple prompts. And […]
Linux Tweak Brings Big Speedup ¦ DCs in SPAAACE (Redux) ¦ Atlassian Fires 500
In this week’s #TheLongView: Intel optimizes Linux multithreaded networking, data centers in space (again), and more DevOps layoffs.
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 […]
Tabnine Extends Generative AI Platform Reach to Testing
Tabnine today announced it extended its generative artificial intelligence (AI) platform that enables developers to write code faster to now include the ability to automatically generate tests for that code. Available in beta, this capability promises to make it easier for developers to test code at the time it is being developed. That approach should […]
How Will Low-Code and AI Coexist?
Over the last few years, low-code solutions have become important to help organizations widen programming accessibility to a broader base of users and help fill development gaps. And these technologies are still gathering steam—Gartner estimated the market for low-code development technologies would grow to a total of $26.9 billion in 2023 and that 65% of […]
Logz.io Integrates ChatGPT With Observability Platform
Logz.io has integrated the ChatGPT generative artificial intelligence (AI) platform with its Open 360 observability platform to extend its automated recommendation capabilities to reduce mean-time-to-remediation. ChatGPT, developed by OpenAI, is based on a large language model that Logz.io uses to enrich crowdsourced data. That approach enables ChatGPT to surface links to related information and best […]
Understanding the Infrastructure Automation Maturity Model
Nearly every company wants to evolve its digital transformation and increase the pace of software delivery and operations. And infrastructure automation is a new means to achieve these ends. It supports the emerging discipline of platform engineering and can increase scalability and reactivity to unforeseen events, enabling software ecosystems to be more anti-fragile. Increased infrastructure […]
Graduating From DevOps to MLOps? 5 Tools to Help
DevOps is a set of practices that aims to bridge the gap between software development and operations. It aims to improve collaboration and communication between these two teams and to automate the process of software delivery so that changes can be made and deployed more quickly and easily. This can include continuous integration, continuous delivery […]
Voice.ai ‘Stole’ Code ¦ AWS Gets Filthier
In this week’s #TheLongView: Alleged theft of GPL code, and Amazon will run its data centers on gas.
OpenAI Hires 1,000 Low Wage Coders to Retrain Copilot ¦ Netflix Blocks Password Sharing
In this week’s #TheLongView: ChatGPT darling OpenAI wants people to write code in English, and the unintended consequences of blocking shared accounts.
Three Trends That Will Transform DevOps in 2023
The onset of COVID-19 accelerated digital transformation-related initiatives like cloud migration, microservices, observability and CI/CD, giving long-delayed projects the budget and staffing they needed to build momentum. After almost three years of increased investment and accelerating progress, CTOs and software development teams are navigating how to enable the improvements in time-to-market and customer experience that […]
3 Performance Challenges as Chatbot Adoption Grows
Today, many organizations are starting to use voice or text-enabled chatbots for the first time or already have chatbot systems in place. In fact, Gartner said 25% of organizations are predicted to make chatbots their primary customer communication channel by 2027. This is because consumer behavior has shifted to primarily digital interactions and away from […]
Let the Machines Do It: AI-Directed Mobile App Testing
AI has been in the news a lot lately. We’ve all heard a lot about ChatGPT and you’ve no doubt encountered the end result of a variety of other advances in AI technology of late, such as Lensa. But there’s also a much quieter and less visible shift happening behind the scenes during the development […]
What DevOps Needs to Know About ChatGPT
OpenAI’s generative pre-trained transformers (GPTs) bring powerful AI language models to every IT community. Within the past few months, ChatGPT has become an incredibly popular derivative of GPT. GPT also has the potential to shake up the DevOps and DevSecOps communities. This article will provide an overview of GPT, its history, current status and future […]
Optimizing Cloud Costs for DevOps With AI-Assisted Orchestration
Kubernetes continues to grow as the leading container orchestrator for high-performance, cloud-native DevOps, DevSecOps and site reliability engineering (SRE) use cases. While Kubernetes offers excellent orchestration capabilities, it does not, by itself, assure cloud computing costs are optimized. The current state of cloud expenditures for many organizations indicates a lot of waste. So much so […]
8-Bit Floating Point for AI/ML? | Amazon and Microsoft Shed Tech Jobs
In this week’s #TheLongView: New ideas bring low-power ML inference, and more big-tech jobs are going.
Why MLOps Hurts: 3 Pain Points for DevOps Teams
Machine learning operations (MLOps) is a practice that aims to improve the collaboration and communication between data scientists and IT professionals in the development, deployment and maintenance of machine learning models. MLOps aims to streamline the process of building, testing and deploying machine learning models by automating and standardizing the various tasks involved. This includes […]
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. […]
Best of 2022: 6 Top Technology Trends to Watch
As we close out 2022, we at DevOps.com wanted to highlight the most popular articles of the year. Following is the latest in our series of the Best of 2022. Technology trends simply cannot be ignored in today’s dynamic environment. As the world enters a post-digital era, organizations are exploring disruptive technology trends. Artificial intelligence, […]