Operations | Monitoring | ITSM | DevOps | Cloud

VictoriaLogs in VictoriaMetrics Cloud: Fast, Cost-Effective Log Management is Here

Yes, you got it right: VictoriaLogs is now Generally Available in VictoriaMetrics Cloud! We believe that this is a huge milestone in our journey to deliver what our users are expecting from us: a complete, managed observability solution. If you’ve been following our quarterly updates, you know we’ve been after this launch for a while. In our latest update a few weeks ago we already announced that we were ready and today we’re making it official.

Build, buy, or open source? Understanding your options with Grafana's AI-powered observability

Some questions in engineering never go away. Here’s one that every team eventually confronts: Do we roll up our sleeves and build the tooling ourselves, or do we buy something built for us? It’s a choice that has the power to speed teams up or hold them back. With the rise of AI-powered observability, this familiar software dilemma has re-emerged with higher stakes and faster-moving technology.

SRE Report: AI optimism and the economics of effort

For eight years, the survey behind the SRE Report has used a consistent methodology. That consistency allows us to track how reliability work evolves over time, rather than relying on snapshots. One of the most stable questions in the survey asks respondents to estimate how much of their work, on average, is spent on toil. Between 2020 and 2024, responses showed a gradual decline in reported toil.

What Companies Get Wrong About Autonomous IT, And What Actually Moves Them Forward

Many organizations approach Autonomous IT with the assumption that adding more tools, more data, or more automation will eventually produce self-governing operations. This assumption creates the illusion of progress. Complexity does not resolve itself when new systems are layered on top of existing ones. In most environments, each new tool adds another interpretation of the truth, which compounds the cognitive load on teams and forces more reconciliation, not less.

Exploring Splunk Alternatives [2026]: Deep Dive into Log Analysis

Splunk isn't bad software. It's genuinely powerful. But in 2026, a lot of engineering teams are asking a fair question: are we getting $300K worth of value out of this? More often than not, the answer is no. We went through 15 alternatives - read the docs, tested where we could, and talked to engineers who made the switch. This is what we found.
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How to improve your Crash Free Users score in minutes

If you're reading this blog, you likely already know the importance of quality software. But with the overwhelming number of metrics that can be monitored and improved, development teams are struggling with what metrics they should prioritize to have the most significant impact. The Crash Free Users score in Raygun is a perfect place for development teams who care about software quality to focus their efforts. It tells you what percentage of users didn't encounter a crash or error while using your software and is an ideal north star to gauge the overall quality of your software.

Detecting incidents without components

StatusGator monitors services and their individual components, so you can stay informed about the systems you rely on – and filter down to only the components you care about. Most status pages do a good job of tagging incidents to the affected components. But sometimes providers publish incident updates without marking any components as impacted, even when the incident clearly affects something real.