Systems | Development | Analytics | API | Testing

The latest News and Information on Software Testing and related technologies.

Claims Administration: What It Covers and How to Streamline It

In 2026, claims administration connects intake, assessment, reserves, payments, compliance, and performance reporting. It directly affects settlement speed, operating costs, financial accuracy, and customer satisfaction. Insurers need integrated data, automated workflows, and consistent decision controls.

What is LLM Context Windows & Context Engineering? Explained by Toni Ramchandani

This session takes a practical look inside LLM context windows and token consumption, exploring what happens when context enters a model - from tokenization, embeddings, attention, QKV, prefill, and decode to KV caching. It also examines how context windows are allocated and why simply increasing context length doesn’t always lead to better model performance.

How to use Rovo for AI-powered testing in Jira | SmartBear Zephyr Agent for Rovo

Rovo, Atlassian’s AI assistant, can help you generate test cases directly inside Jira through the SmartBear Zephyr Agent for Rovo. This demo offers a practical look at AI-powered testing with Rovo in Jira, from requirements to reviewed test cases, all within the Jira experience, without switching tools.

How Developers Organize Web Resources During Software Testing and Development

Modern software development depends on far more than a code editor and source repository. Developers regularly move between documentation, API references, testing tools, staging environments, issue trackers, monitoring dashboards, browser tools, and deployment services. When these resources are scattered across open tabs, messages, bookmarks, and project notes, valuable time is lost simply finding the right page again. A small amount of organization can make both development and testing more efficient.

One Regulator, Two Directions - What the Central Bank of Kuwait's Latest Rules Really Ask of Kuwaiti Banks

Kuwaiti banks got two very different signals from their regulator within a few months of each other. In December 2025, the Central Bank of Kuwait (CBK) replaced its 2020 Cybersecurity Framework with something far more demanding – the Cyber and Operational Resilience Framework (CORF). Then in March 2026, CBK went the other way on capital and liquidity, temporarily easing several key ratios to give banks more breathing room. Read separately, these look like contradictory moves.

AI's Impact on Automated Test Script Generation

AI-powered automated test script generation is transforming how software teams approach quality assurance. By analyzing real user behavior, code changes, and system logs, these tools reduce the time and effort needed to create and maintain tests. This shift from manual scripting to AI-generated scripts helps teams keep test coverage in sync with rapid release cycles.

Start your AI agent testing with deterministic tooling

By now everyone is aware of the limitations inherent in generative AI and the AI agents that use it to complete their tasks, and the challenges involved in getting them enterprise quality. If you are planning to incorporate AI agents into your enterprise IT architecture, how are you planning to validate their quality and accuracy?

Why Mocks Fail at Scale #softwareengineering #devops #softwaretesting #api #aicoding

Mocking for testing starts off easy, but once you scale to multiple teams and AI agents, handcrafted mocks become a serious form of technical liability. Instead of treating mocking as an individual software engineering task, shift your mindset to treat it as a platform engineering task focused on automation and continuously refreshed modern data. Watch to see how adopting technologies like traffic replay to simulate realistic backend sandboxes can transform your modern testing workflow!