Operations | Monitoring | ITSM | DevOps | Cloud

It is 2 a.m., and something is wrong. The answer is somewhere in your logs, but finding it means guessing keywords, remembering search syntax, and scrolling through thousands of lines. Your systems keep growing, so you have more data than ever and less clarity when it counts. Today, we are bringing the AI assistant, the SolarWinds in-product AI agent (also known as SW1 in earlier previews), to Papertrail. Ask your logs a question in plain English and get an answer, with a link back to the evidence.

Every major cloud provider has had a serious outage since mid-2025, each from a different cause, so any single provider is a single point of failure.

Another month whooshed by, bringing a slew of updates: 3 vmanomaly and 2 VictoriaMetrics releases, and new versions of vmestimator, VictoriaTraces, and our first ever LTS release of VictoriaLogs. This brings 12 months of stability to VictoriaLogs Enterprise users. But the big one was the launch of VictoriaTraces on VictoriaMetrics Cloud. Finally, we can offer a complete managed observability stack with metrics, logs, and traces. We run it, you use it. This ecosystem update includes.

Google Cloud Storage in us-central1 (Iowa) had elevated latency and error rates on upload and write operations on October 8, 2026, and a smaller subset of reads was also affected, according to Google's incident page. Google records the start at 11:00 UTC and the end at 23:30 UTC the same day - 12 hours 30 minutes. The outage report - fetched on October 12, 2026 - includes a preliminary incident report as of this writing.

A few months ago, we introduced Myna, our project to bring private, local speech-to-text dictation to Ubuntu Desktop. Named after the speech-mimicking myna bird, Myna is an optional Ubuntu 26.10 feature that offers real-time visual feedback during speech recognition. Since then, Myna has grown into something you can install and use on your desktop. Today, we’re making it available as a technology preview to the wider Ubuntu community.

Portugal’s data center growth and direct routes to Brazil are reshaping Atlantic connectivity — and it’s the newest country to join Megaport’s ecosystem. Portugal has been subtly building one of the most interesting connectivity ecosystems in Europe.

How many pages did your on-call engineer get during the last planned firmware upgrade on a core switch? The device stops responding and every dependent check fails. Soon the on-call phone is buzzing with alerts for a change that was approved last week. Alert suppression is a time-limited pause on alerts for a condition you already know about, such as planned work or an issue under investigation. And what is alert suppression from the engineer's side of the console?

Why does a page that scores well in testing still draw complaints from customers about slowness? A lab test runs on one fast machine over a stable connection. Customers use older phones, congested mobile networks and browsers loaded with extensions, so their experience can only be measured on their own devices. Real user monitoring captures that experience, and it produces a long list of measurements.

✓ operational truth Operational risk is no longer limited by the ability to find vulnerabilities. It is limited by the ability to prioritize them by business exposure and to act on the large share that cannot be patched at all. Autonomous IT changes this by mapping findings to applications and owners, automating the work around the patch, and proposing evidenced mitigations where no patch exists.