On August 28-29, Kongsberg Digital organized an AI Hackathon for all employees, focusing on meaningful AI applications and skill enhancement. Over 200 participants formed 21 teams. The author shares their personal learning journey, exploring AI model development, specifically Retrieval Augmented Generation (RAG), utilizing tools like Ollama and LangChain for practical implementation.
Test automation is vital in software development, enhancing speed and quality. However, not all tests should be automated; some tasks are better suited to manual testing due to factors like variability, exploratory needs, and project lifespan. A balanced strategy prioritizes critical, repetitive tests for automation while reserving manual efforts for situations requiring human insight.
OpenAI’s ChatGPT, launched in November 2022, quickly gained over 100 million users, elevating the company’s valuation to $29 billion and fueling AI interest. In early 2024, Bhavish Aggarwal introduced Krutrim AI, which supports 22 Indian languages. While still in Beta phase, it shows promise but requires refinement to fully compete.
The content discusses two software testing approaches: Scripted Testing, which is formal and pre-defined, and Unscripted Testing, which is flexible and exploratory. It explores the characteristics and benefits of both Functional and Exploratory Testing, highlighting how their combination enhances testing coverage, addresses usability issues, and improves overall software quality.
The vodQA conference featured a keynote by Kumar Shankar Iyer discussing modern testing challenges and solutions. Key issues include long production timelines, test data management, complex architectures, and quality assurance for Gen-AI systems. Proposed solutions are Canary Testing, Replay Testing, Open Policy Agent, and fitness assessment frameworks for Gen-AI applications.