There are many ways to integrate Helix QAC static analysis within a continuous integration system like GitLab. Helix QAC's full CI/CD integration accelerates the development pipeline and provides maximum flexibility across the entire organization. In this video, we demonstrate the GitLab and Helix QAC integration with a merge request example. Watch to see how easy it is to compare branches, find and fix issues, and automate CI analysis during key phases of development.

Shift Left is a rethink of how we circulate, share and manage data in our organizations using DataStreams, Change Data Capture, FlinkSQL and Tableflow. It addresses the challenges with multi-hop and medallion architectures using batch pipelines by shifting the data preparation, cleaning and schemas to the point where data is created and as a result, you can build fresh trustworthy datasets as streams for operational use cases or Apache Iceberg tables for analytical use cases.

If you’re interested in #apifirst but struggle to understand the organisational or operational drivers that might indicate a positive return on investment for adopting such approaches, then check out this session from Frank Kilcommins and Nauman Ali. They cover the topics above and showcase how visual tools, like the new Form Editor within #Swaggerhub can help break down the barriers to participation in API delivery.

This is a one-minute video showing an animated architectural diagram of the integration between Amazon DynamoDB and Confluent Cloud using DynamoDB Streams and AWS Lambda. Details of the integration are provided via narration.

57% of consumers are willing to switch to a competitor after three or four negative interactions. And that's being generous—sometimes it only takes one or two. Companies can’t afford to ignore red alerts anymore. Take Amazon's checkout flow, for example. It always works because they prioritize testing it rigorously to ensure their core business can generate revenue, even if other features are less polished.