Based on the scenario, which category does this risk most appropriately fall under?

A software development team is working on an AI-powered chatbot for customer service. However, they realize late in the development process that the third-party AI module they integrated does not support some key languages their client requires. What type of risk does this represent?

The development team updates a user story as follows: Before: "As an admin, I want to generate reports on user activity." After: "As an admin, I want to generate a daily report of user logins and purchases, formatted as a downloadable CSV file." Which SMART characteristic is best addressed in this improvement?

A file-sharing system allows users to both download and upload files from / to other users without relying on any central server. Each user system shares a part of their storage. What architecture is being described?

An organization is developing a collaborative document editing system where multiple users can edit the same document simultaneously. The system must operate without relying on a central server or any form of centralized control, ensuring direct communication among users. Which architectural style best fits this requirement?

In an e-commerce system, the SellerModule calls a function in the InventoryModule using a variable operationFlag to decide whether to view, add, or delete a product. Which type of coupling is present?

In an online seller portal, the Seller class uses the Inventory class’s viewInventory(sellerID) method to fetch the list of products. Additionally, the Inventory class implements an interface InventoryInterface that defines standard inventory operations. Which of the following relationships can be identified from this scenario?

A programmer is working with a third-party Python API for image processing. Their code compiles, but the output image is not what they expected. They cannot see or change the library’s internal code. Which debugging technique should they use?

Bhavya is trying to understand why a variable in his Python program is getting the wrong value at a certain point. He decides to insert print statements in the code to check intermediate values. Which debugging technique is he using?

A team is designing a new tax filing software for first-time users. Which of the following features would most likely improve the learnability of their system?

A retail website optimizes its checkout process by reducing the number of steps from product selection to payment confirmation. Users can now complete a purchase with a single click if they have saved their payment details. What usability factor is being improved?

While designing the seller portal's financial features, your team needs to comply with local banking regulations on fund transfers. You refer to official banking policies and competitor portal FAQs. Which requirement gathering technique does this illustrate?

A researcher is trying to understand how warehouse employees manage inventory updates in real time. They shadow employees, take notes, and ask clarifying questions while observing daily operations. Which technique is being applied here?