Systems | Development | Analytics | API | Testing

We are proud to announce the release of Apache Kafka 4.0. This release contains many new features and improvements. This blog post will highlight some of the more prominent ones. For a full list of changes, be sure to check the release notes.

When your company deployed its first large language model last quarter, your CTO probably didn't mention you'd need entirely new tools to understand what's happening under the hood. But here we are. AI Observability isn't just another tech buzzword—it's the difference between confidently leveraging AI and crossing your fingers hoping nothing breaks.

Enterprises working in Microsoft Azure need to mask data, and they need to mask it quickly.Yet, it can be difficult to find Azure data masking methods that are both swift and secure. The wrong approach can lead to bottlenecks, compromised analytics quality, and significant regulatory risks.

Orbit Codes is solving how blockchain data is indexed and analyzed within the COSMOS ecosystem. It extracts raw blockchain data, transforms it into a structured PostgreSQL database, and provides easy access through a GraphQL interface. For deeper insights, data is replicated to ClickHouse, enabling advanced analytics on transactions, fees, and trends. Designed for blockchains, not just users, Orbit Codes offers white-label solutions and custom branding to integrate seamlessly into existing ecosystems.

AI-powered code editors are speeding up API development by automating repetitive tasks, improving security, and optimizing performance. Developers now spend 55% less time on API creation, focusing more on design and business logic instead of boilerplate code. These tools reduce errors, generate real-time documentation, and enhance scalability, making API development faster and more efficient.

Smarter Financial Decision-Making With Enterprise Performance Management Connected Solutions.

Hybrid testing is the testing approach which balances manual with automated testing to achieve the best of both worlds. It is effective because software testing by nature requires both the creativity of humans and the automating powers of machines.

AI models are not just about LLMs and generating text. Multimodal vision models—which understand and generate images, videos, and even audio alongside text—are enabling new AI applications. At their core, multimodal vision models combine: There are several different types of multimodal vision models: vision-language models (VLMs) that generate text based on images, vision-reasoning models that answer complex questions based on images, and more.

In our 2024 Data Streaming Report, we surveyed 4,110 IT leaders about the pivotal role that data streaming plays in their businesses. Of the respondents, 91% indicated that data streaming platforms (DSPs) are critical or important for achieving their data-related objectives—a result that comes as no surprise. Most IT teams—from architecture and integration teams to application and data engineers—that are using Confluent’s DSP get it.