Systems | Development | Analytics | API | Testing

Many organizations are experiencing a digital transformation to keep pace with the rapidly changing technology landscape and the increasing demand for faster time-to-market. By embracing Agile principles, like collaboration, iterative development, and continuous feedback, you can respond more quickly to changing requirements and market conditions. But these transitions don’t happen overnight.

BigQuery change data capture lets you replicate, insert, update, and/or delete changes from source systems without DML MERGE-based ETL pipelines.

At first glance, that does not make sense, right? The title suggests you should invest your DevOps/Platform team’s time in introducing a new product that most likely will: Through this article, we’ll show you that even though those initial concerns are justified, the overall benefits that can be realized by adopting a service mesh can outweigh any initial effort and investments.

An audit log is a documented record of events and activity within an information technology system. Audit logging is critical for application owners and administrators to track activity within their systems. In this post, we'll first dive into what auditing entails and what to consider when audit logging. We'll then explore some options for implementing audit logs, including PaperTrail, Audited, AuditLog, AppSignal, and a custom implementation. Let's get started!

Data is the biggest value driver for businesses bringing positive change and enabling near term efficiency.