Operations | Monitoring | ITSM | DevOps | Cloud

Introducing AppSignal Labs

We've been shipping faster. A dark mode for the UI, AppSignal MCP, the AWS dashboard templates — things we would have kept internal a year ago until everything was polished. Now we don't. A v1 in your hands beats a v3 in our heads. We learn more from a week of real use than from a quarter of internal review. So we're giving that work a home. AppSignal Labs is where you'll find the earlier versions. Real software, available today, with a direct line to the team building it.

Rovo makes AI-native teamwork real for the enterprise

AI-native teamwork is here. With your team's context connected via the Teamwork Graph, Rovo moves beyond “answer this” to “take this on” with: Max mode in Rovo Chat that completes complex tasks autonomously (coming soon!) The new, unified builder experience in Rovo Studio is now generally available to put your AI to work. Teamwork Graph-powered agents are now available across your entire stack. New enterprise-grade controls to manage and secure agents at scale.

How to Measure your Most Expensive Milliseconds

In the fast-paced world of mobile development, reliability rarely fails with a loud crash; instead, it degrades quietly through micro-regressions that erode user trust and engagement. While most companies track backend health and API latency, they often fly blind regarding the actual screen-level responsiveness that defines the true user experience. When Expedia Group underwent a major technical evolution, the team realized they lacked a consistent baseline to compare performance across platforms, leaving them unable to validate improvements before rollout.

Bias Toward Action: Driving AI Innovation Across Global Networks with Greg Freeman

What does it take to lead innovation across one of the world’s largest telecommunications networks? In this episode of Next-Gen Network Heroes, host Bob Slevin sits down with Greg Freeman, Vice President of Network and Customer Transformation at Lumen Technologies, to explore how AI, automation, and curiosity are reshaping the future of network operations.

Driving Innovation: A Bias Towards Action with Greg Freeman

AI is changing network operations faster than ever. In the latest episode of Next-Gen Network Heroes, Bob sits down with Greg Freeman of Lumen Technologies to talk about what it takes to innovate across one of the world’s largest telecommunications networks. From deterministic workflows to agentic AI, Greg shares how his team is using automation, analytics, and AI to improve network reliability, customer experience, and operational efficiency at scale.

What kind of correlations become impossible without depth and breadth?

Most teams don’t have a data problem. They have a correlation problem. When visibility is fragmented:→ Marketing sees conversion drop→ Engineering sees API latency So the wrong call gets made. Example: Checkout drops → pricing gets blamed → discounts applied. Reality: a backend API timeout was killing transactions. That’s what happens when you can’t connect: user impact (what) to system behavior (why)