Operations | Monitoring | ITSM | DevOps | Cloud

Large Language Models (LLMs) can produce impressive text responses, but they’re not immune to generating harmful or disallowed content. If you’re developing an LLM-powered application, you need a reliable way to detect and block risky outputs. Disallowed content – hate speech, explicit descriptions, harmful instructions – can damage your product’s reputation, endanger user safety, and potentially violate legal or platform guidelines.

While modernizing IT infrastructure, securing data, and ensuring high availability are high priorities, optimizing AWS costs and utilization has consistently been the top priority for most companies in recent years. As a result, AWS introduced Cost and Usage Reports (CUR). AWS designed CUR to provide granular data on resource consumption and associated costs in the AWS environment.

Cloud infrastructure management is a complicated task for organizations of all sizes. Infrastructure teams are increasingly asked to improve developer velocity, unlock access to different cloud platforms, and provide comprehensive visibility into cost and performance. Choosing the right cloud orchestration tool reduces the burden on infrastructure teams.

Within the realms of microservices and distributed systems, gRPC has emerged as a cornerstone technology. Its adoption by tech giants like Google, Netflix, and Square underscores its capability to facilitate high-performance, scalable inter-service communication. Built as a modern take on the traditional Remote Procedure Call (RPC) paradigm, gRPC enables services, potentially written in different languages, to communicate efficiently and reliably across networks.

The SQL Server PowerShell module is a set of tools that enable the use of PowerShell for SQL Server instances, databases, and objects.

As businesses increasingly transition to cloud-based services, the demand for data center resources has surged, leading to higher electricity consumption. Currently, data centers contribute to about 3% of global carbon emissions and account for roughly 1-1.5% of global electricity demand. As a result, the need for sustainable solutions in cloud computing has never been more urgent.

Over the last few years, Google Cloud has grown at the fastest rate of any cloud service provider today. From 2020 to 2021, Google Cloud’s IaaS offering, GCP, grew 64%, followed by Microsoft Azure (51%) and Alibaba Cloud (42%), according to Gartner. Yet Google Cloud isn’t flawless. Here’s what we mean and some of the top Google Cloud alternatives you’ll want to consider today.