Operations | Monitoring | ITSM | DevOps | Cloud

Key APM Metrics You Must Track

Application Performance Monitoring (APM) helps you understand how your software runs in production. When you track the right metrics, you see how requests move through your system, where slowdowns happen, and how resources are being used. With this knowledge, you can spot issues early and keep your applications reliable for your users. In this blog, we discuss the key APM metrics to monitor, grouped into categories, and why each one matters for performance and user experience.

Sentry AI code review, now in beta: break production less

This could’ve been prevented. This should have been prevented. This too. We all hate getting tagged in PRs. The time, the blame for when you inevitably miss something, and constant “I wouldn’t have written it that way” feeling is just hard to shake. LLMs promised this would get easier. Promised they would do it for us. But as we’ve seen, we’re not there yet. But this is what Sentry does for a living. We catch bugs… in prod.

Agentic AI Becomes Essential: Why Adoption Is Accelerating and What Comes Next

The cautious optimism business leaders held towards AI agents has evolved into more widespread enthusiasm. In our last survey from April 2025, just over half (51%) of companies had deployed AI agents in their organization. Six months later, 75% of companies are deploying more than one agent, according to PagerDuty’s latest research.

Smarter AI Cost Optimization With Guardrails That Scale

AI adoption is reshaping how organizations innovate. It’s also driving cloud costs higher. CloudZero’s State Of AI Costs In 2025 report finds that for mature FinOps and engineering leaders, visibility into AI costs is a critical first step, but it’s not enough. To enable fast, responsible AI and machine learning innovation at scale, teams need pragmatic, flexible guardrails. They don’t need rigid budgets or knee-jerk shutdowns that slow progress or push teams into shadow ML.

New Relic's CCU-based pricing is creating unpredictable costs, pushing teams to sample heavily

We talked to 7 companies in August 2025 who were looking to switch from New Relic. One engineering director said they're paying $1,000 a month and only ingesting 10% of their traces. Teams are defaulting to aggressive sampling, some at 1%, others at 10%, to manage costs.

Your Next Observability RFP is All Wrong. Why AI Changes Everything

AI-first observability addresses two of the most pressing troubleshooting challenges: complex IT environments and AI-generated code. But understanding how to implement AI in a way that brings ROI, requires cutting through the hype and maintaining realistic expectations, while keeping a forward-thinking vision. In this blog post, we bring practical tips for including AI in your next observability RFP. The article is based on a webinar held with Logz.io founders, CEO Tomer Levy and CTO Asaf Yigal.

License Plate Recognition: How AI is Transforming Traffic Management

Traffic today is a mix of chaos and opportunity. With cities growing denser and cars filling up every available lane, managing traffic efficiently is more crucial than ever. That's where License Plate Recognition (LPR) steps in-powered by artificial intelligence, it's changing the way we think about traffic management, parking operations, and public safety.

How Quality Semi Truck Parts Extend Vehicle Lifespan

Your semi-truck is more than just a vehicle; it's the backbone of your business. Every mile it runs impacts your bottom line, and keeping it on the road longer means less downtime, fewer costly repairs, and more profit. One of the most effective ways to achieve that? Investing in quality semi-truck parts. Cheap, low-grade components might save money upfront, but they often wear out faster and cause bigger issues down the line. In this blog, we'll explore how high-quality parts not only improve performance but also extend the lifespan of your truck, keeping it reliable mile after mile.

AI Assistants: Revolutionizing How We Work, Learn, and Live

In today's fast-paced digital world, artificial intelligence (AI) is transforming industries and reshaping the way we interact with technology. Among the most impactful AI innovations are AI assistants, virtual tools designed to help users streamline tasks, improve productivity, and enhance decision-making. These intelligent assistants are no longer just futuristic concepts; they are real, practical, and accessible to individuals and businesses alike.