Operations | Monitoring | ITSM | DevOps | Cloud

Large Language Models (LLMs) are all the rage in software development, and for good reason: they provide crucial opportunities to positively enhance our software. At Honeycomb, we saw an opportunity in the form of Query Assistant, a feature that can help engineers ask questions of their systems in plain English.

As the second largest and active Cloud Native Computing Foundation (CNCF) project, OpenTelemetry is well on its way to becoming the ubiquitous, unified standard and framework for observability. OpenTelemetry owes this success to its comprehensive and feature-rich toolset that allows users to retrieve valuable observability data from their applications with low effort. The OpenTelemetry Java agent is one of the most mature and feature-rich components in OpenTelemetry’s ecosystem.

IT environments can produce billions of log events each day from a variety of hosts and applications. Collecting this data can be costly, often resulting in increased network overhead from processing inefficiencies and inconsistent ingestion during major system events. Google Cloud Dataflow is a serverless, fully managed framework that enables you to automate and autoscale data processing.

Our guide to the elements that make up a network infrastructure.

This is part three in a series where I learn OpenTelemetry (OTEL) from scratch. If you haven't yet seen them yet, part 1 is about setting up auto-instrumented tracing for Node.js and part 2 is where I initially implemented the OTEL collector. Today we are going to begin experimenting with sampling. We need to sample traces because we capture so much data! It would be impractical to process and store it all (in most cases).

As the use of SD-WAN continues to expand, benefits and challenges may seem to be proliferating in equal measure as well. In this post, we look at some of the advantages and obstacles presented by SD-WAN, and we detail how DX NetOps by Broadcom delivers the visibility teams need to monitor and manage their SD-WAN and legacy network environments.

As businesses become more digitized, IT leaders must consider the ability of the network to transform business operations in every functional area. Many organizations are already doing this today, demonstrating best practices in how the network can be an innovation partner in marketing, service delivery, customer service, and logistics, among many other areas. However, those who rest on their laurels today may find themselves playing catchup in the not-so-distant future.

Managing modern networks means taking on the complexity of downtime, config errors, and vulnerabilities that hackers can exploit. Learn how BGP Flow Specification (Flowspec) can help to mitigate DDoS attacks through disseminating traffic flow specification rules throughout a network.