Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Continuous Integration and Development, and related technologies.

Unlocking insights: Introducing Step Metrics for Bitbucket Pipelines

We’re excited to announce step metrics – a new capability coming to Bitbucket Pipelines to help you better manage and optimise your CI/CD workflows. Ever wondered what’s happening under the hood during your pipeline runs? Step metrics provide a window into the resource usage of your build and service containers. More specifically, step metrics let you monitor CPU and memory usage for each build and service container in your pipeline steps.

Build and deploy a Pinecone question answering RAG application

Vector databases allow you to store, manage, and efficiently query high-dimensional vector data, which are numerical representations of data like text, images, or audio. Pinecone is a fully managed vector database optimized for fast, scalable similarity search—to power a Retrieval-Augmented Generation (RAG) system. This allows you to enhance language model responses by grounding them in relevant context retrieved from your own documents.

Automating GDPR compliance for web applications with CircleCI

Since 2018, the General Data Protection Regulation (GDPR) compliance has been an important milestone in the evolution of privacy laws for web application users across Europe. GDPR requires companies to obtain explicit user consent for data collection and processing, and only for specified, legitimate purposes. It’s a law based on principles of transparency and purpose limitation. This law applies to global companies dealing with EU citizen data, giving individuals control over personal data.

Unprecedented industry turbulence: leading through change ft. Pat Kua, author of LevelUp newsletter

Engineering leadership has never been more challenging, or more critical. In this episode, Rob sits down with Pat Kua, seasoned technology leader, author of three books including Building Evolutionary Architectures, and creator of the popular Level Up newsletter for technical leaders.

Secure Streamlit app deployment with AWS Cognito, Streamlit, and CircleCI

As you develop internal tools or public-facing data applications, implementing authentication mechanisms becomes essential. Without authentication, you risk exposing sensitive information or allowing unauthorized access. Fortunately, integrating secure user access does not have to be complex. AWS Cognito provides a straightforward way to handle authentication, user management, and access control across multiple identity providers.
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Atlassian Bitbucket Monitoring on Microsoft SCOM

As part of a customer project, we developed a custom Bitbucket Management Pack for Microsoft System Center Operations Manager (SCOM). This tailored solution enables IT operations teams to monitor key performance and health metrics of Bitbucket environments, ensuring planning and bug-tracking platforms remain available and performant. With this Use Case paper, we aim to share our knowledge with the SCOM community, highlighting the possibilities of advanced monitoring on Microsoft SCOM and helping teams improve their day-to-day tasks.

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.

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.