Operations | Monitoring | ITSM | DevOps | Cloud

What's New in VictoriaMetrics Cloud Q1 2026? Logs, MCP Server, Better Alerting, and... a Secret Project

Q1 2026 has been one of our most eventful quarters yet for VictoriaMetrics Cloud. We shipped something we have been building towards for a long time, crossed a few infrastructure milestones, and started clearing the path for what is coming next to the most performant observability stack.

Seeing the Bigger Picture: What technical leaders can learn from evolving monitoring needs

A preview of leadership insights shaped by real-world experience Estate-wide clarity for leaders who still need technical depth As data estates grow, the role of technical leaders changes. Visibility becomes harder. Communication becomes more important. Decisions have broader consequences. Many leaders start their careers focused on the technical details.

What is Application Performance Monitoring (APM)?

A modern web application is not a single thing. A single user request may touch a web server, a database, a cache layer, and several third-party APIs before a response comes back. And as AI tools generate more and more application traffic (API calls, background jobs, automated workflows), the volume and unpredictability of that traffic is growing. When something goes wrong, it could be any of it. When something is slow, it could be all of it at once.

Grafana Assistant everywhere: Customize and connect to the AI agent to fit your specific needs

The ways you and your teams build and observe your systems are changing. It’s no longer just engineers looking at dashboards, or writing queries or config files. More often, it’s an agent interacting with the data, too, helping write code, run applications, investigate incidents, rightsize deployments, and more.

Introducing Pyroscope 2.0: faster, more cost-effective continuous profiling at scale

Continuous profiling is becoming a standard part of the observability stack, and for good reason. It's the only signal that tells you why your code is slow or expensive, not just that it is. Metrics tell you CPU usage is high. Logs tell you a request was slow. Traces tell you which service is the bottleneck. But only a profile tells you which function, on which line, is burning the cycles. As systems grow more complex, that level of visibility becomes essential.

The Best Shopify Mobile App Builders in 2026, Ranked and Reviewed

More than 60% of ecommerce traffic now comes from mobile devices, yet most Shopify stores are still relying on a mobile website to capture it. The conversion gap between mobile web and a native app is significant, with benchmarks consistently showing in-app conversion running three to four times higher than mobile browser sessions.

DSCR Loans in Ohio: A Practical Guide for Real Estate Investors

I ran the numbers on a Cleveland duplex last month: gross rent of $2,400, taxes eating $380, insurance at $140, and a mortgage payment of $1,650. The DSCR was 1.14, too thin for most lenders. One change, switching to a cheaper landlord policy, pushed the ratio to 1.22 and turned the file into an approval. That is Ohio DSCR lending in one line. The property's cash flow carries the deal, and small expense changes can decide the outcome.

The Skills Gap Behind Most Failed Microsoft Dynamics 365 Implementations

Microsoft Dynamics 365 is one of the most capable enterprise platforms available today. It brings together CRM, ERP, finance, supply chain, field service, and customer engagement into a single connected environment, with deep integration across the Microsoft ecosystem. The platform itself is mature, well-documented, and actively developed. Yet a significant proportion of Microsoft Dynamics 365 implementations deliver less than expected, run over budget, miss deadlines, or require costly remediation work after go-live.

Best Automated Redaction Tools US

The need for automated redaction has become increasingly critical as organizations across the US handle growing volumes of sensitive data. From law enforcement bodycam footage to corporate disclosures, legal evidence, and customer communications, the responsibility to protect personally identifiable information (PII) is both operational and regulatory. Manual redaction processes simply cannot keep pace with this scale, often introducing delays, inconsistencies, and risk.