Systems | Development | Analytics | API | Testing

A Complete Guide to Network Security Testing for Enterprises (2025)

‍ In today’s connected world, every enterprise depends on networks- from internal servers and employee devices to cloud platforms and hybrid systems. However, as these networks grow in size and complexity, they become prime targets for cybercriminals. By 2025, cybercrime will cost businesses $10.5 trillion annually, making it one of the most significant economic risks worldwide.
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Testing AI Code in CI/CD Made Simple for Developers

Generative AI can produce code faster than humans, and developers feel more productive with it integrated into their IDEs. That productivity is only real if CI/CD tests are solid and automated. When not appropriately tested, you may encounter a production issue that you haven't seen before. According to the State of Software Delivery 2025 report, 67% of developers spend more time debugging and resolving security vulnerabilities in code generated by AI. That cancels out the efficient gains that they get from faster AI code generation.

Monitor Kafka Streams Health Metrics in Confluent Cloud

It’s 3 a.m., and an alert fires: Your critical Kafka Streams application is lagging. The frantic troubleshooting begins. Is it a consumer group rebalance? You start searching through application logs across multiple pods. Is it a problem with the Apache Kafka cluster itself? You switch to your cluster monitoring dashboards to check broker health. Or is there a silent bottleneck hidden deep in your application code? Without the right instrumentation, you're flying blind.

3 Use Cases for Embedded BI in 2025 to Enhance Your SaaS Product

Embedded business intelligence (BI) isn't just about adding charts to your app; it's about making your product experience — and your users — more valuable and competitive. If you’d like to try an embedded BI solution for your SaaS platform, get a free trial. Blog Contents show No more separating analytics from your SaaS Embedded BI: A quick recap Most common embedded BI use cases 1. Empowering customers with self-service analytics 2. Unlocking embedded BI for SMBs 3.

The Modern Data Warehouse: Building Autonomous Systems That Scale with Your Business

Enterprise data warehouses have reached an inflection point. For decades, organizations treated them as static projects—build once, maintain constantly, rebuild when requirements change. But as data volumes surge and business needs accelerate, this approach no longer scales. The modern enterprise needs something fundamentally different — a modern data warehouse that behaves like an autonomous ecosystem and sustains itself.

Xray App Editions: more flexibility, more choice for all teams

In the Atlassian ecosystem, every team has its own way of approaching testing: some are just starting out and need the basics; others are scaling automation, managing complex pipelines, or working under strict compliance standards. Until now, Xray offered a core application with the base set of features, and users could add Xray Enterprise on top of that to gain access to additional functionalities.

Augmenting Coverage; Not Just Speed

Agentic testing isn’t just about faster execution - it’s about uncovering what’s missing from your test suite. This blog explores a forward-looking model where AI agents help identify gaps in traditional, deterministic systems through techniques like scenario delta detection, data condition surfacing, edge path exploration, and test case obsolescence tracking.

The Challenge: Can You Trust What You're Shipping? You Will with Insomnia v12

This is the eighth post in a series about reasons to attend API Summit 2025. Check out the previous post here. The first time you push an API to production, you’re excited it’s finally live. You’re relieved that you can move on to your next big project. You’re also nervous. You’ve tested as much as you thought you should, but somewhere in the back of your mind is a whisper of, “What if I missed something? What if the commits are messy?