Systems | Development | Analytics | API | Testing

In engineering, we talk a lot about technical debt — the shortcuts and compromises made in code that pile up over time. But there’s another kind of debt that’s just as dangerous and far more invisible: QA debt. QA debt is what happens when testing isn’t given the same attention as features, architecture, or performance. It’s the accumulation of missed edge cases, outdated test suites, incomplete automation, or skipped regression checks.

Node.js 22 has entered into Long-Term Support (LTS) phase, a critical milestone that signals its stability and readiness for enterprise-level deployment. This release represents a significant push toward dependency elimination, core performance optimization, and enhanced developer experience.

Disclaimer: All of the opinions stated in this blog are my own and do not represent official Gartner opinions on the API Management and Integration markets or the Magic Quadrant report itself.

Whether for frontend or backend, testing is a key aspect of building trustworthy JavaScript applications. For example, when writing code that relies on external modules or services such as APIs, databases, or configuration providers, mocking can allow for a more isolated testing structure without those real dependencies. If you are using Jest, one of the most popular JavaScript testing frameworks, then you may have seen the term mock.

Every boardroom in any company that is transforming its systems should be asking the same question: How long before our next ERP release? When that timeline stretches because of QA delays, the consequences are not just technical – they are strategic. Release schedules slip, budgets escalate, and stakeholders begin to lose faith. Quality assurance is not merely a phase. It can be the difference between being a market leader and lagging.

The expectations of users in the modern digital environment are ruthless. A smooth, user-friendly, and responsive online experience is no longer a competitive edge to be obtained; it is the standard for keeping customers. To design such experiences, Quality Assurance (QA) should extend beyond traditional functional testing.

Reason #7 to attend API Summit 2025? Learn more about Kong Konnect’s new approach to API Orchestration.

Three key trends are changing how organizations approach embedded analytics. Companies that recognize these shifts gain competitive advantages while others struggle with outdated strategies. Ramin Jahanbani has watched this transformation from the front lines. As Senior Divisional Vice President at insightsoftware Data + Analytics, he’s guided hundreds of organizations through analytics decisions over the past decade.

Data obfuscation offers a powerful solution to today's enterprise security challenges — and the stakes couldn't be higher. IBM reports that the global average cost of a data breach crossed $4.88 million in 2024. And 60% of the organizations we surveyed for our State of Data Compliance and Security Report have experienced data breaches or theft in non-production environments — up 11% from last year.