Causality
Collecting “more data” has been the defining characteristic of observability practices and tools for the last few decades. But over-collection creates inefficiencies, noise, and cost without adding meaningful value. This trajectory must and can be changed.
Causality
By identifying potential risks in real time, predicting future demand, and adapting resources dynamically, teams can maintain reliability even under extreme conditions. This isn’t about eliminating unpredictability; it’s about building systems that respond intelligently to it.
DevOps & SRE
Making changes to production environments is one of the riskiest parts of managing complex systems. In 2025, let's transform how changes are made, empowering teams to anticipate risks, validate decisions, and protect system stability—all before the first line of code is deployed.
Causality
Explore the challenges of multi-team escalations, and the capabilities needed to address them. We’ll show how observability can be transformed to make escalations less contentious and more productive.
Causality
SREs and developers can make troubleshooting more manageable in 2025 by adopting systems that solve the root cause analysis problem.
Media Article
Read the Observability 360 announcement of all The O11ys 2024 winners. Best Use of AI Winner: Causely Many observability systems now claim to support Root Cause Analysis. At the same time though, most of these systems use algorithms – admittedly, advanced…
Blog
In an article that I published nearly two years ago titled Are Humans Actually Underrated, I talked about how technology can be used to augment human intelligence to empower humans to work better, smarter and faster. The notion that technology…
Blog
Digital disruptions have reached alarming levels. Incident response in modern application environments is frequent, time-consuming and labor intensive. Our team has first-hand experience dealing with the far-reaching impacts of these disruptions and outages, having spent decades in IT Ops….
Blog
The software industry is at a crossroads. I believe those who embrace explainability as a key part of their strategy will emerge as leaders. Those who resist will risk losing customer confidence and market share. The time for obfuscation is…
Blog
Microservices architectures offer many benefits, but they also introduce new challenges. One such challenge is the cascading effect of simple failures. A seemingly minor issue in one microservice can quickly snowball, impacting other services and ultimately disrupting user experience. The…
Media Article
Blog
Imagine a world where user experiences adapt to you in real time. Personalized recommendations appear before you even think of them, updates happen instantaneously, and interactions flow seamlessly. This captivating world is powered by real-time data, the lifeblood of modern…