N-able Research Finds AI Security Tools are Threatened by Trust and Complexity Challenges
New global study finds as AI adoption accelerates, 75.5% of organizations still don't fully trust AI-powered remediation without human review.
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Introducing Aiven AI Gateway
At home I run fully automated coding loops on a few side projects. They use more than 100-million tokens a day. At Claude Opus 5.5 prices, that costs more than $5,300 a month. For hobby projects. The same usage on DeepSeek V4.1 Flash cost about $330 a month, one sixteenth of the price. If we want to keep scaling how much we use AI, most of those tokens have to run on open models, period.
Coverage-first or cost-first: two ways to automatically apply Adaptive Metrics' recommendations
Adaptive Metrics , which is part of the Adaptive Telemetry suite, looks at how your metrics are actually used and recommends how much detail you should keep for each metric. This helps you cut costs while still retaining the data you actually need. Last year we added auto-apply capabilities that let you implement those recommendations automatically, but only with coverage-first behavior, maximizing coverage of whatever you're querying.
Get observability in your pocket with the Grafana mobile app
When you’re on the go, your phone is often the only observability tool you have. And what you can do with it in the first few minutes matters. With the incredible innovation that has gone into mobile CPUs, GPUs and displays, a phone is a powerful device where you can immediately see what’s happening and start acting on it. And the Grafana mobile app now allows you to both see and act.
Scale coverage as fast as you ship with Datadog Bits Testing
Engineering ships faster than ever with AI writing more of the code, but test coverage has to keep pace, or users find the broken flows first.
Prepare Your Apple Fleet for iOS 27 and macOS 27
iOS 27 and macOS 27 introduce significant changes to how organizations manage, secure, and update Apple devices. New requirements around Declarative Device Management, evolving security capabilities, and software update enforcement mean IT teams can't afford to wait until launch day. Yosune Baltra, Product Manager at Ivanti, breaks down the updates IT admins need to understand now — from Software Update Enforcement and Settings configurations to how Ivanti's Autonomous Endpoint Management solutions help you manage, secure, govern, and remediate endpoints across macOS, iOS, and iPadOS.
DNS Monitoring: What to Track and Where to Watch It From
DNS monitoring asks your name servers the same question on a timer and checks the answer that comes back. Most teams aim it at their public domain and stop there. That covers half the problem. Your public domain and your internal resolver fail in different ways. A check from outside the building never sees the second one. In this blog, you'll see: By the end you'll know which half of your DNS nobody is watching. A DNS check sends a query and reads the reply. The reply can fail three ways.
What's New in Motadata 8.2.9 as ObserveOps Expands Database, Streaming and Network Coverage
How often does a lagging replica or a bad network link reach users before your monitoring flags it? The problem grows when every layer has its own tool. Warning signs then show up in different places, often too late to act on. Motadata 8.2.9 came out on October 5, 2026, with eight updates to Motadata ObserveOps. Four of them focus on the network. The other four deal with databases, data streaming, alerting and SEBI compliance reporting. A few add support for technologies Motadata did not cover before.
The Cheapest Personal Cloud Storage Offers 2026
Finding the cheapest personal cloud storage doesn’t mean compromising on privacy or security. In this guide, we compare the best and most affordable cloud storage options for personal use in 2026, covering free plans, monthly subscriptions, storage capacity, security features, and lifetime deals to help you find the best value for your needs.
How to Build an Office Network That Can Handle Business Growth
A video call freezes mid-sentence. Just for a second. Everyone waits, then carries on as if nothing happened. A week later, a new hire cannot get her laptop online in the small meeting room. She tries the next room. It works there. Nobody calls it a network problem. Not yet. It is just one of those things. Then it adds up. Two more people join. Someone plugs a printer into whatever port was free. The guest WiFi quietly starts carrying half the office because the main network keeps dropping. None of this was planned. It drifted.