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Observability Shifts Right
Observability first emerged as a focal point of interest in the DevOps community in the 2017 time-frame. Aware that business was demanding highly adaptable digital environments, DevOps professionals realised that high adaptability required a new approach to IT architecture.

Observability for Sustainability
For the past 20 years, the various stakeholder communities that together constitute the IT industry have attempted to address sustainability. Could observability help in practicing sustainable IT and improving the carbon footprint reduction in its operations?

Announcing the General Availability of Splunk RUM Session Replay
With the launch of Splunk RUM Session Replay, teams can bid farewell to guesswork in troubleshooting user issues and experience a substantial reduction in the mean time to resolution (MTTR).

Driving Digital Resilience to Deliver Exceptional Customer Experiences During High-Traffic Periods
The latest innovations from Splunk can help businesses drive digital resilience by understanding and resolving customer-facing issues faster through richer context.

Monitor and optimize your modern, AI-powered applications with Cisco AppDynamics
Learn how Cisco AppDynamics OpenAI API monitoring provides comprehensive insights that enable application owners and operations to optimize cost and monitor performance of OpenAI integrations.

Why Does Observability Need OTel?
In this blog, we will take a look into why modern digital platforms drove this need for OTel and how combining this with Splunk’s o11y platform solves the key challenges of managing these platforms today.

Modeling and Unifying DevOps Data Part 2: Code
Embrace data models for code and bring order to the chaos.
![Correlation Does Not Equal Causation - Especially When It Comes to Observability [Part 1]](https://www.splunk.com/en_us/blog/devops/media_1689e906de625b54ea66cae7ac25f21eff657eedd.webp?width=300&format=webp&optimize=medium)
Correlation Does Not Equal Causation - Especially When It Comes to Observability [Part 1]
Observability has been tied up with causality from its origins in the mathematical realm of control theory in the early 1960s. But what precisely does the term ‘causality’ denote? In how does correlation come into play when it comes to observability? Read on to find out more.

Breaking Through the Threshold: Leveling up ITSI Adaptive Thresholding with Splunk AI
Learn how ML-Assisted Thresholding in Splunk ITSI can recommend the optimal adaptive threshold configurations for KPIs so you can get up and running faster.