Systems | Development | Analytics | API | Testing

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From RAGs to Riches: Why Retrieval-Augmented Generation Wins the RAG vs. Fine-Tuning Battle

In the world of LLMs, size doesn’t matter. It’s how you generate output that counts. Generative AI (GenAI) adoption rate in organizations jumped from 33% to 65% this year, which means if your organization isn’t leveraging AI, it’s time to get on board or get left behind. One powerful way enterprises are leveraging GenAI is by training and deploying private Large Language Models (LLMs).

Generative AI: The New Age of Document Processing

What do you think of when you think of generative AI? Generating photos, animations, and videos? Coding and solving math problems? Writing content and brainstorming with a chatbot? These have all driven plenty of excitement around AI, but there’s so much more to it than that! From an enterprise perspective, Generative AI’s impact on intelligent document processing technology is remarkable.

A $200,000 Black Friday Mistake You Can Avoid

Your partners can make or break critical moments. @Marcus Merrell shares a story about a Black Friday mishap that cost $200,000 due to a partner’s system failure. Customers faced errors with no clear alternatives, leaving them frustrated and the business scrambling. It raises an important question: Are you prepared for when things go wrong, or are you leaving your users stranded without options? It’s not just about the tech—it’s about how you build trust and ensure your users feel supported, no matter what.

Decision Table Testing: A Complete Guide

Testing software, especially complex systems, can be a daunting task. But what if there was a way to systematically test every possible input combination without getting overwhelmed? That’s where Decision Table Testing comes in! As a black-box testing technique, Decision Table Testing helps testers map various combinations of inputs (conditions) to their corresponding outputs (actions), ensuring comprehensive test coverage without redundancy.

Testing Decisions Impact Customer Loyalty

Your testing choices impact customer relationships. @Marcus Merrel shares a story about a teammate being unable to pay a simple bridge toll online—Safari, Chrome, incognito mode, nothing worked. No chat support, no phone number. His only option? Wait for a collection letter to arrive in the mail. That’s so frustrating. But what stands out most is the bigger question: Are your users forced to stay because they have no choice, or are you actively earning their loyalty by providing a seamless, supportive experience?

S1.E23: Cristiano Cunha on Automation: Secrets of a Solution Architect | QA Therapy Podcast

Special episode alert! We're thrilled to share an exclusive episode featuring one of our hosts, Cristiano Cunha! Cristiano is more than a Solution Architect at Xray. He’s also a passionate enthusiast for software testing and automation. Get ready to hear stories and insights about Cristiano's career experiences. But that's not all - get ready for a round of rapid-fire questions that promise to bring out some laughs.

Accelerate End-to-End RAG Development in Snowflake with New SQL Functions for Document Preprocessing

As organizations increasingly seek to enhance decision-making and drive operational efficiencies by making knowledge in documents accessible via conversational applications, a RAG-based application framework has quickly become the most efficient and scalable approach. As RAG-based application development continues to grow, the solutions to process and manage the documents that power these applications need to evolve with scalability and efficiency in mind. Until now, document preparation (e.g.

Replication in Apache Kafka Explained | Monitoring & Troubleshooting Data Streaming Applications

Learn how replication works in Apache Kafka. Deep dive into its critical aspects, including: Whether you're a systems architect, developer, or just curious about Kafka, this video provides valuable insights and hands-on examples. Don't forget to check out our GitHub repo to get all of the code used in the demo, and to contribute your own enhancements.

Software Testing Life Cycle: A Definitive Guide

The Software Testing Life Cycle (STLC) is your roadmap to delivering high-quality, bug-free software. Imagine it as a journey that guides software testers through every crucial step needed to transform a product from concept to perfection. Each phase plays a unique role—whether it's catching bugs, enhancing functionality, or ensuring the final product meets business needs. Every stage works in harmony to guarantee the software is ready for the real world. Ready to dive in?

Essential Free API Testing Tools Every Developer Should Know

API testing is an essential aspect of contemporary software development, ensuring that the interfaces between various components and systems function correctly. In this blog post, we will dive into some of the top free API testing tools that every developer should know about! From basic HTTP clients to comprehensive testing suites, these tools cover a wide range of needs and skill levels, helping developers create more robust and reliable applications. Get ready to supercharge your development process!