Operations | Monitoring | ITSM | DevOps | Cloud

You’ve shipped an AI feature. Prompts are tuned, models wired up, everything looks solid in local testing. But in production, things fall apart—responses are inconsistent, quality drops, weird edge cases appear out of nowhere. You set up evals to improve quality and consistency. You use Langfuse, Braintrust, Promptfoo—whatever fits. You start running your evals, tracking regressions, fixing issues, and confidence goes up as a result. Things improve.

Today, I’ll cover some of the basics of monitoring Multi-Factor Authentication and why ensuring MFA is implemented is essential, particularly in environments where remote access is possible. I’ll cover some recent, specific case studies where a lack of MFA has led to security breaches and the mechanisms the bad actors used.

When coverage gets complicated, Schedule Rotations keeps it simple. On-call can get real messy, real fast. One minute you’ve got a neat little schedule for the two people rotating primary and secondary. Next thing you know, you’ve got engineers in three time zones, a new hire shadowing incidents, and your “simple” rotation has turned into a board game with no rules. So we fixed it.

Managing data ingestion at scale is no easy task. As organizations onboard hundreds or even thousands of data sources into the Splunk platform for security, observability, and other business-critical use cases, it becomes increasingly complex to ensure data is consistently available and onboarded efficiently.

Kubernetes has rapidly grown in adoption, with more than 84% of surveyed users evaluating or actively using Kubernetes in some way. It has become the go-to container orchestration deployment. As we grow the Coralogix platform, we continuously go back and improve flows that we believe will have a high impact on our user base.

Discover how startups can get up to $150,000 in free Azure credits through Microsoft’s startup program. Learn how to deploy and manage Azure AKS with ease using Qovery - no upfront cost, no complex setup.

We’re excited to announce that the Qovery Managed cluster offering now officially supports Microsoft Azure AKS (Azure Kubernetes Service), making it easier than ever to deploy and manage cloud-native applications on Azure with zero Kubernetes overhead. This is now available in open Beta!

This article answers common questions about SOC 2 audits, explaining what they are, why they matter, and what Alloy’s recent certification means for customers.

A global airline experienced persistent Google Meet connectivity issues with no apparent network infrastructure faults. While their APM tool offered visibility into network paths, it didn’t surface any local anomalies. Catchpoint’s endpoint monitoring, however, revealed performance degradation specifically on Wi-Fi Channel 44 (5GHz band), where signal strength dropped to -80 dBm compared to optimal ranges of -30 to -50 dBm.

If you're currently using SolarWinds Web Help Desk (WHD), you may have started hearing rumors about a shift in their licensing model. According to a recent Reddit post from a user in the community, SolarWinds is ending perpetual licenses for WHD and will move exclusively to 3-year subscription licenses. While this hasn’t been officially confirmed through SolarWinds' website yet, it’s something that’s caught the attention of many users.