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For an online dating service experiencing heavy usage, particularly important in the architecture review checklist is to verify the process isolation between OLTP (Online Transaction Processing) and OLAP (Online Analytical Processing). This ensures that heavy reporting activities do not impact the real-time transactional processes that affect user experience, such as query response times. Ensuring process isolation allows both systems to operate efficiently without interference, critical during peak usage times .

API testing tends to focus on individual inputs more than combinations of inputs. This is because APIs, as the intermediary layers of software, often handle specific types of data input and output rather than user interaction sequences. GUI testing, on the other hand, involves testing the interface with which the user interacts, which frequently includes testing various combinations of user inputs and sequences to simulate actual user scenarios. Thus, GUI testing typically requires checking the integration and behavior of elements in combination to ensure they work together as expected in a user environment .

A common technical issue causing automation projects to fail in delivering the planned return on investment is the lack of maintainability in their design. Automation frameworks and scripts that are not designed with maintainability in mind can become cumbersome to update and scale as the software evolves. This results in increased costs and effort over time to keep the automation relevant and effective, which can erode the expected returns on investment from the automation initiative .