Systems | Development | Analytics | API | Testing

Being able to leverage unstructured data is a critical part of an effective data strategy for 2025 and beyond. To keep up with the competition and AI-accelerated pace of innovation, businesses must be able to mine the treasure trove of value buried in the mountains of unstructured data that comprise approximately 80% of all enterprise data — from call center logs, customer reviews, emails and claims reports to news, filings and transcripts.

If you've ever found yourself tangled up in the complexities of setting up CI/CD pipelines, you're familiar with the challenge of mapping code events with build triggers. At times, you may wish to initiate a few checks, while at other times, you prefer to execute several checks at once. It can be slow and, at times, frustrating to ensure that only those CI checks are triggered that are relevant to the code change. A better, more scalable approach? Target-based triggering.

Automated data integration makes electronic health records more manageable, enhancing operational efficiency and patient outcomes.

When speaking with platform teams who are responsible for setting up their organizations’ API platforms, we often hear: "We really want to offload the infra side of this. We don’t want our engineers spinning up their own locally hosted infrastructure or asking other infrastructure teams to do this.

Every iOS developer dreams of faster builds, but getting there isn't always straightforward. The reality is, mobile development is a complex process. There are many factors beyond your control—like legal considerations, device compatibility, and app store approvals—that can cause delays and slow things down. The good news is there is one way to speed up your builds without having to cut corners or sacrifice quality: Introducing the Apple M4 Pro Mac Mini on Bitrise.

A recent update to the European Union’s Product Liability Directive (PLD) redefines safety-related responsibilities and risks for software producers. The new directive becomes enforceable in December 2026 and is designed to strengthen consumer protection in a society that is increasingly dependent on software. The directive is focused on safeguarding individuals and therefore only applies to safety-related defects that harm individuals.

When working with data, applications sometimes need to process elements in a specific order, as opposed to the order in which data arrives. That’s where priority queues come in. Unlike regular queues, which follow a first in, first out (FIFO) principle, a priority queue processes elements based on their priority. Think of it as a VIP line at an exclusive event – the highest-priority guests always jump the queue, regardless of when they arrive.

As software development accelerates with Agile, continuous integration, and continuous deployment, managing test cases across multiple releases has become more complex. Quality assurance teams must ensure that test cases remain accurate and relevant as software evolves. Some tests need updates to reflect new features, others must stay unchanged for regression testing or audit purposes, and new tests are constantly being introduced.

In this error reporting overview, we'll break down how error reports work, what advantages they offer, and how this process works in Sauce Error Reporting.

AI success demands more than data access; it requires governance, strategy and collaboration across the enterprise.