5 best practices for securing CI/CD pipelines

The engineer’s mindset is to understand a problem, build a solution, and then figure out how to deploy a robust and secure implementation into production environments. Unfortunately, it’s often more complicated and expensive to embed security best practices into a solution once it’s implemented, and the pressure to release innovations quickly often leads devops teams … Read more

Using Ingest Pipelines to Enhance Elastic Observability Data

In a previous article, I had written about distributed tracing and how it can be implemented easily on the Elastic stack. I have used many observability platforms, including NewRelic, Splunk, and DataDog. All of them are very powerful platforms and have everything you would need for implementing full-stack observability for your applications. Elastic is generally … Read more

CI/CD Pipelines, Caching of Dependencies on Azu

In this blog, we’ll be taking you through a brief explanation of CI/CD pipelines in Azure DevOps and how to implement caching of Maven dependencies in the pipelines while deploying your Mule application to CloudHub. What Is CI/CD? CI, short for continuous integration, is a software development practice in which all developers merge code changes … Read more

Data Pipelines: Engineered Decision Intelligence

This is an article from DZone’s 2022 Data Pipelines Trend Report. For more: Read the Report Data science has reached its peak through automation. All the phases of a data science project — like data cleaning, model development, model comparison, model validation, and deployment — are fully automated and can be executed in minutes, which … Read more

Challenges to Designing Data Pipelines at Scale

This is an article from DZone’s 2022 Data Pipelines Trend Report. For more: Read the Report The current challenge in the world of data is no longer in the processing capacity of volumes of data. Because of the performance of modern current streaming platforms and owing to a new generation of data repositories that allow … Read more