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The latest DataOps news, analysis and insights from DevOps.com.

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Blogs

Reflex’s Newly Open-Sourced XY Library Offers Faster Python Charting

A newly open-sourced Python charting library, called XY, from Reflex offers an advantage few other charting tools provide: massive scalability. The library rethinks how to render a set of points on the computer screen, and opens new possibilities for using charts in daily workflows. Most Python charting libraries today, such as Plotly, Bokeh, or Matplotlib, […]

Joab Jackson · Aug 13, 2026
Blogs

DataOps and Automation: The Future of Database Management

Database bottlenecks undermine deployment velocity across businesses. Complex operational tasks introduce delays and outages that directly impact time-to-market. While DevOps has transformed application delivery, database management remains manual and error-prone, reinforcing the friction DevOps aims to eliminate. An alternative is to extend the proven DevOps practices into database operations through a DataOps approach. By treating […]

Vignyanand Penumatcha · Jun 27, 2025
Application Performance Management/Monitoring

KubeCon 2023: Telemetry and Data Management

Alan Shimel talks with Mezmo’s Tucker Callaway about observability, data management and the challenges of too much telemetry data.

Alan Shimel · Dec 18, 2023
Application Performance Management/Monitoring

Oracle Bill is 5x Client’s Budget ¦ Toyota Out of Space

In this week’s The Long View: Birmingham looks like the Detroit of the UK—is it Oracle’s fault? Plus: Was Toyota’s factory failure caused by running out of disk space?

Richi Jennings · Sep 7, 2023
Blogs

Why Your Data Lake Strategy is Broken for Observability

Someone once said, “Life is better at the lake.” That may be true in the physical world, but when it comes to using data lakes for observability, that’s not typically the case. Just about every organization in every industry has a digital presence, whether it’s a website, an app or another digital service. This makes […]

Rick Spencer · Jun 30, 2023
Blogs

How Embedded Analytics Can Transform Future Businesses

It’s no secret that big tech companies like Google, Amazon and Netflix are not only leveraging data but also delivering embedded analytics and insights as a standard functionality of their software, services, applications and toolkits. The analytics appear to consumers as recommendations, usage habits and other helpful information. Such insights not only help consumers extract […]

Steve Sarsfield · Jan 4, 2023
Application Performance Management/Monitoring

Cisco Unveils 800G Networking Platform to Advance DataOps

At the Open Compute Project (OCP) Global Summit conference, Cisco announced it developed an 800-gigabit switch that consumes significantly less power than the previous generation of its networking equipment. Thomas Scheibe, vice president of product management for cloud networking for Cisco’s Nexus and ACI product line, said the throughput provided by the latest 7-nanometer iteration […]

Mike Vizard · Oct 20, 2022
AI

5 Ways to Transform DataOps With Human-in-the-Loop Automation

We are in the middle of a data renaissance. Today, it’s not just about data instrumentation but also learning how to make DataOps a real business advantage for the entire organization. Data has become an inextricable part of products, used to enhance the quality of user experiences. Reliable access to data and the integrity of […]

Divanny Lamas · Oct 11, 2022
Blogs

Where DataOps and Opportunities Converge

In today’s data age, getting data analytics right is more essential than ever. A robust data analytics implementation enables businesses to hit key performance metrics, build data and AI-driven customer experiences (think ‘personalize my feed’) and capture operational issues before they spiral out of control. The list of competitive advantages goes on, but the bottom […]

John Kutay · Aug 25, 2022