Operations | Monitoring | ITSM | DevOps | Cloud

An in-depth look at the recent audit by Almond ITSEF, validating HAProxy’s architectural resilience and defining the shared responsibility of secure configuration. Trust is the currency of the modern web. When you are the engine behind the world’s most demanding applications, "trust" isn't a marketing slogan—it’s an engineering requirement.

Everyone wants autonomous incident response. Most teams are building it wrong. ‍ The ultimate goal of autonomy in SRE and DevOps is the capacity of a system to not only detect incidents but to resolve them independently through intelligent self-regulation. However, true autonomy isn't born from automating random, isolated tasks. It requires a stable foundation: a Reference Architecture.

We are thrilled to announce that the OpenSearch major version 3 (3.3.2) is available on Aiven for OpenSearch, only a few weeks after its upstream release! The major version 3 of OpenSearch is a foundational upgrade, built on a new, high-performance core, marking a significant step forward in performance and usability. This means that as an Aiven customer, you get immediate access to a faster, more efficient search experience, all fully managed.

Continuous profiling offers deep visibility into production environments, revealing exactly how applications consume CPU and memory. It’s the go-to observability practice for directly connecting system behavior and performance to specific lines of code. But when teams consider deploying continuous profiling more broadly, a common question comes up: what’s the overhead? Is it safe to run continuous profiling on my production services 24/7, or does the cost outweigh the benefits?

Writing a good article is not enough anymore. The existing web contains millions of pages which compete for user attention and search engines determine which pages should appear at the top of search results. Optimization holds crucial value because it determines which websites will achieve success in online competition. The goal of our work is to develop content which answers user search queries. Surfer SEO exists specifically to fulfill this requirement.

Like most SaaS companies, you’re under pressure to ship AI-powered features faster, smarter, and at scale. For many teams, that pressure leads to relying on external AI platforms, managed models, and third-party APIs instead of building everything from scratch in-house. At first, it feels like a win. Your team ships an AI-powered feature in weeks instead of months. No GPU clusters to manage. No models to train. No infrastructure to babysit.

This blog is based on the webinar, “From idea to agent: Building AI workflows with relaxAI and n8n”. You can watch the full recording by clicking here! AI isn’t slowing down. We’re moving from “ask a chatbot” to agents that run the multi-step workflows, use tools, and are built for real business processes. Most teams aren’t blocked by ideas. They’re blocked by three things: complexity, cost, and control.

We’re excited to share SIGNL4’s first product update of 2026! Automate user onboarding and offboarding with SCIM, control whether Team Admins can invite new users, and choose the caller ID used for call routing.

Having well-organized dashboards is just as important as having good dashboards. But dashboard organization shouldn’t just make things easy to find. It should provide structure that supports collaboration and efficient troubleshooting. It has to be more than a basic folder system. This post looks at how classic dashboarding tools handle organization today, where they fall short, and how SquaredUp Workspaces organize for visibility and shared context.

Businesses today leverage technology in almost all aspects of their operations because it enhances efficiency. However, this reliance on digital tools exposes them to cyber threats like eavesdropping. Research says more than 37% of smartphones worldwide have become eavesdropping targets. That's a lot of mobile devices belonging to employees of many companies.