Systems | Development | Analytics | API | Testing

Bitrise Build Hub is a vertically integrated mobile CI/CD infrastructure layer that drops into GitHub Actions with one line of YAML. GitHub Actions runs your CI, but its Mac runners are holding your mobile builds back. Limited M1/M2 hardware, stale Xcode, no cache co-location, no macOS uptime SLA. The infrastructure wasn't built for mobile. Build Hub was. Build Hub upgrades the runner layer underneath.

Slow Express routes rarely look broken in logs. They just feel sluggish to users. With AppSignal, though, you can quickly identify which endpoints are the slowest, gain insight into each request, and find out if the latency is related to any errors or slow queries. In this guide, you'll set up a mock Express application, create a load, and use AppSignal to analyze a route's performance as if you were working through a live incident.

When it comes to database performance, most focus on writing better SQL or tuning database parameters. Both matter. But there’s a third layer that’s crucial to consider: the driver sitting between your application and your data source. Drivers decide where query operations actually execute. Some operations get pushed down to the data source, a fast process. Others get processed in the driver layer itself, which takes more time.

Healthcare still runs on generalized treatment protocols, even though every patient is biologically and clinically different. Clinicians often make decisions under time pressure using fragmented data from EHRs, labs, and patient history. That leads to gaps such as delayed diagnoses, trial-and-error treatments, and inconsistent outcomes. At the same time, expectations have changed. Patients now expect healthcare to be as personalized as the rest of their digital experiences.

App Clips are one of the most under-appreciated parts of the iOS universe. Introduced with iOS 14 back in 2020, they allow users to sample the best features of an app without having to download it in full. Users explore the Apple ecosystem. Developers broaden their audience. Win-win, right? Well, bizarrely few devs are actually using App Clips right now. A lot of folks think they’re going to be overly complex and full of friction.

I worked in observability for years, and the same pattern showed up across teams. An alert fired, the on-call rotation scrambled, and everyone did what they had to do to stabilize production. Then came the retrospective. Once the immediate pressure was gone, the conversation shifted to one question: how do we make sure this never happens again? My friend Jade Rubick coined a name for that principle: DRI, “don’t repeat the incident”.

API testing strategies directly impact your release cycle. With 83% of web traffic flowing through APIs, even a single failure can break payments, dashboards, and user experience. Teams that invest in automated API testing do not slow down, they ship faster with confidence. A strong strategy goes beyond checklists. It defines what success looks like, where tests run, how data stays consistent, and how testing fits into CI/CD.

Use Guidewire Cloud Data Access to turn raw cloud exports into structured, usable data without custom pipelines or ongoing maintenance.

If you need to convert Excel spreadsheets to CSV formats without data loss, the answer depends heavily on your pipeline complexity, data volume, and transformation requirements. For teams moving structured data at scale, Integrate.io stands out as the most reliable platform, combining enterprise-grade ETL, low-code transformation, and robust file-handling to ensure full data integrity from source to destination.

With the rise of AI use in vehicle software development, concerns arise around its presence in safety-critical applications, especially when it comes to functional safety and regulatory compliance. ISO 26262, the essential standard for automotive development that requires processes for managing, designing, and verifying safety-critical systems, still applies. However, it can fall short when applied to AI models, which are inherently non-deterministic and continuously evolving.