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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

FrogML SDK: the Gateway to Model Governance

Data-driven decisions are critical. And to support high-stakes decision-making – from fraud detection in credit card transactions to demand forecasting in retail – organizations are increasingly relying on complex models. According to McKinsey, 78% of organizations report using AI in at least one business function, highlighting just how embedded AI and ML models have become in operational and strategic decision-making.

To Bitbucket from Jenkins: Enhancing Developer Experience

Atlassian’s Bitbucket Cloud has tightly integrated CI/CD capabilities via its Bitbucket Pipelines feature set. However, some of our Bitbucket Cloud and Bitbucket Data Center customers still use Jenkins for CI/CD. In this blog, I present a practical walkthrough of the benefits of Bitbucket Pipelines over a tool like Jenkins in the context of two key stats from our recent State of DevEx 2025 report.

What is Real User Monitoring

Real User Monitoring (RUM) measures how real users interact with your application in production. Unlike synthetic monitoring, which relies on scripted tests, RUM collects data from actual sessions. This means performance is observed across different devices, networks, and usage patterns. The result is a clear view of how the application behaves under real conditions, where latency is introduced, which features take longer to load, and at what points users drop off.

The Top AI Models And Trends Shaping SaaS in 2025

Two years ago, a “state-of-the-art” AI model could write decent copy or summarize a meeting transcript. Today, the top AI models can generate working code, analyze video in real time, and reason through complex scenarios. For SaaS teams, these changes represent a strategic crossroads. Choose the right model and you unlock new revenue streams, slash time-to-market, and wow your users.

Why Your IT Automation Tool Needs to Work Both Doors... Or Get Out of the Way

You read that tagline correctly, and if you work in IT, you know that it’s true. Even in a time when vendors insist that more tools automatically equate to a more unified digital environment, IT automation tools handle a sliver of what IT actually needs. They focus on either user-driven requests or machine-generated incidents... but not both. That lack of cross-functionality is unacceptable when business success hinges on speed, scale, and seamless experience.

Transforming Snapshots with Templates

Ever wished you could save and reuse your API traffic transformations? With Speedscale's new snapshot templates feature, you can! In this demo, we'll walk you through how to: Find and filter API traffic to create a snapshot. Transform sensitive data, like authentication tokens, with templates. Apply those saved templates to new snapshots instantly, saving you time and ensuring consistency. Whether you're looking to automate your testing or handle sensitive data more efficiently, our new templates feature makes it easier than ever to manage your API snapshots.

Reliability upholds your promise to users

Consistent systems are reliability systems according to Ganesh Seetharaman, Managing Director at @Deloitte. Full transcript:   Strong reliability is demonstrated when systems consistently work as expected even during peak demand or unexpected events. When issues do happen, they are resolved quickly and transparently so users experience minimal disruption. Reliability also means data integrity. No matter how much stress the system is under, information needs to be accurate and secure.

Part Two - Event Intelligence vs. AIOps: Key Differences, When to Use Each and Why

The IT environments of large enterprises have become so complex that operational teams have turned to two solution categories in particular to help them improve visibility and gain faster incident response, automate and enable more effective decision-making.