Operations | Monitoring | ITSM | DevOps | Cloud

How to Reduce MTTR with AI-Powered Runtime Diagnosis

Reducing Mean Time to Resolution (MTTR) in production systems requires understanding failure behavior in real time. While AI code agents significantly accelerated software development and deployment, incident resolution has remained constrained by incomplete pre-captured telemetry. AI SRE tools improve signal correlation, but MTTR reduction requires runtime-verified diagnosis that confirms execution behavior directly in production systems.

How to Solve "Cannot Reproduce" Bugs That Cost Support Teams Hours

Support teams frequently face vague customer reports and incomplete data but need to offer fast resolutions autonomously without escalating to developers. In this article, learn how to equip support engineers with tools to diagnose root causes in minutes, increasing self-sufficient issue resolution. We explore eliminating the ‘Reproduction Tax’ for ‘cannot reproduce’ bugs using runtime context to achieve technical certainty at scale.

6 Key Roles Every DEX Team Needs

Digital employee experience doesn’t fail because of technology. It fails because of operating models. Many digital workplace leaders invest in visibility tools, dashboards, automation capabilities, and sentiment platforms. And yet, months later, they’re still stuck in reactive mode. Tickets are down slightly. Reporting is better. But the organization hasn’t fundamentally shifted.

Native OpenTelemetry inside Alloy: Now you can get the best of both worlds

We're big proponents of OpenTelemetery, which has quickly become a new unified standard for delivering metrics, logs, traces, and even profiles. It's an essential component of Alloy, our popular telemetry agent, but we're also aware that some users would prefer to have a more "vanilla" OpenTelemetry experience.

Redgate Test Data Manager Updates - March 2026

This is a guest post from James Hemson. Redgate Test Data Manager's latest release adds Entra ID authentication, multi-target anonymization, and direct treatment code editing, with workflow improvements to make pipeline management faster and more flexible. Entra ID Authentication You can now connect to SQL Server using token-based authentication via Azure Entra ID, for both anonymization and subsetting.

Seven early warning signs you're heading toward a governance crisis

Governance failures rarely start with a major outage or a failed audit. They start with small, localized signals that teams treat as isolated annoyances. By the time a crisis becomes visible, the structural breakdown is already expensive to fix. If you are in IT leadership or platform engineering, you have likely seen these signs. The risk is ignoring them until they consolidate into a systemic failure.

Monitoring Your Node.js App Health on Fly.io

The Node.js service has just been containerized and deployed with a single fly deploy command across continents. Everything seems to be alright, but then a week later, a user messages you saying the app is slow. You run the fly logs command and scroll through some logs, and find nothing out of the ordinary. The Fly.io dashboard says the app is running and healthy, but something behind the scenes is slowing down the app, and you have no idea what. You don’t even know where to start.

Let's Encrypt 45-Day Certificate Expiration: Monitoring & More

TLS certificate lifetimes are shrinking fast — and that changes how every organization handles renewals, validation, and outage prevention. Let’s Encrypt has confirmed it will move from 90-day certificates to 45-day certificates (with staged rollouts) and dramatically shorten authorization reuse windows. At the same time, the CA/Browser Forum’s Ballot SC-081v3 has adopted a broader industry schedule that ultimately caps public TLS certificates at 47 days by March 15, 2029.

The Differences Between Nearshore and Offshore Outsourcing

Business leaders often find themselves at a crossroads when looking to grow their teams. Picking the right location for external support can change the path of a whole project. The choice usually comes down to distance, cost, and how well teams talk to each other. Understanding the nuance between nearshore and offshore options helps you make the best choice for your unique needs.

15 Best Logistics Software Development Companies For 3PL Providers

The logistics industry has entered a new era of digital transformation. Third-party logistics (3PL) providers face growing expectations from clients for fast deliveries, transparent shipment tracking, and real-time operational insights. A decade ago, logistics relied on spreadsheets and phone calls, often causing delays and errors. Today, leading 3PL companies invest in custom software platforms that integrate fleet management, warehouse systems, predictive analytics, and automated dispatch tools.