Alerts Aren’t the Investigation
Alerts are supposed to start an investigation. Too often, they start translation: what is the system doing right now? That translation slows containment, splinters context, and stretches customer impact.
Latest
Queue Growth, Dead-Letter Queues, and Why Asynchronous Failures Are Easy to Misread
Asynchronous pipelines sit at the core of most modern systems. Message brokers accept traffic, consumers process it in the background, and downstream services depend on the results. When these systems fail, the failure rarely shows up where it starts.
Causality
Slight Reliability EP 113: AI Use-cases for SRE with Shmuel Kliger
Originally published to the Slight Reliability Podcast.
integration
Causely Expands Datadog Integration to Deliver Causal Intelligence Across Hybrid Environments
Causely’s expanded Datadog integration turns Datadog APM signals into system-level causal intelligence, helping teams understand how issues propagate across services and pinpoint true root cause.
DevOps & SRE
Thank You, FluxCD: How it helps us, and how you can use it too!
How Causely uses FluxCD and GitOps to ship weekly on Kubernetes, keep clusters in sync, and wire up OpenTelemetry and Causely in a hands-on lab you can copy.
Causely Named a Gartner Cool Vendor in AI for IT Operations 2025
Gartner recognized Causely for maintaining a live causality graph and using continuous inference to identify the underlying driver behind changes in golden signals as they emerge, even when failures cascade across multiple services.
Blog
Announcing Reliability Delta: Clear, Objective Insight into Whether Your Release Made Your System Better or Worse
In a 50 to 100+ microservice environment with dense service-to-service dependencies, even small regressions can cascade silently. And slowing down isn’t an option. Leadership needs faster delivery and fewer incidents. This is why we built Reliability Delta.
Podcast
eAfterWork EP 9: What Every Leader Needs to Know with Severin Neumann
Originally published as a livestream to e-After Work.
coverage
Causely: Continuous service reliability root cause hunting
Originally posted to Intellyx by Jason English.
Podcast
Purposeful OpenTelemetry
Originally posted as a livestream from OllyGarden.
AI
How Causal AI Is Transforming SRE Reliability in Kubernetes Environments
Originally posted to TFIR by Monika Chauhan. Causely’s Severin Neumann explains how causal reasoning, MCP, and AI-driven automation are transforming SRE workflows and Kubernetes reliability.
DevOps & SRE
Causely Brings Reliability Engineering to the Heart of Cloud-Native Development with Yotam Yemini
Originally posted to Techstrong.tv. Learn how Causely integrates reliability engineering into product development, tackling challenges in cloud-native applications.