Systems | Development | Analytics | API | Testing

Why can’t secure software development be an afterthought? In 2024 alone, the average cost of a data breach soared to $4.45 million, a stark reminder that building software without security at its core is no longer an option (IBM). From fintech platforms handling sensitive financial data to healthcare apps governed by HIPAA and GDPR, secure software development is now a business-critical priority, not just a checkbox for compliance. ‍

I recently connected with a data engineering manager leading engineering efforts at an energy analytics company. His team processes complex data from hundreds of public sources, each with its own format, errors, and quirks. During our conversation about data quality challenges, he shared an insight that resonated deeply: This principle applies directly to QA. Every day, we generate test results that teams rely on for critical decisions.

Choosing the appropriate development tool can either improve or inhibit your coding efficiency. Two tools that can confuse developers are Cline and Cursor because they are intended for different use cases in the software development lifecycle. Developer’s must understand the difference between Cline vs Cursor so that they can improve their workflow and select the appropriate tool for their project requirements.

Turn quality into a strategic advantage—accelerate outcomes with Sauce intelligence.

Turn quality into a strategic advantage—accelerate outcomes with Sauce intelligence.

With the EU AI Act now in force, compliance is no longer about aspirational ethics or last-minute checklists, it’s about operationalizing quality assurance at every stage of your AI lifecycle.

South Africa’s Joint Standard on Cybersecurity & Cyber Resilience (JS2) is reshaping the regulatory landscape. Financial institutions must now rethink how they manage sensitive data. For data compliance leaders, this marks a critical shift where failing to adapt could bring serious consequences. This blog will examine what JS2 means for your organization’s data compliance efforts. Then, discover how Perforce solutions can help you in building a resilient data compliance program.

This article originally appeared on DevPro Journal. We’re sharing it here for our audience who may have missed it. QA’s job has always been simple: find the bugs before your customers do. There was a time when that meant checking every corner of an application by hand, clicking through countless possible user scenarios. Today, with software moving faster and expectations higher, a tiny slip can cost your business. Testing that’s quick, precise, and thorough has never been more critical.

Staging environments are often looked at as the testing ground ahead of the “real” production environment. The idea is simple – build a duplicate of your production environment, run your tests, and ship with confidence. But the reality of using staging in the real world as part of a holistic API testing strategy is rarely that clean. No matter how meticulously you mirror production services, staging always falls a little short.