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In modern software development, evaluating application health solely through external inputs and outputs is insufficient. While functional validation confirms that a system produces expected results, it reveals nothing about structural efficiency, memory safety, or execution paths hidden beneath the surface.

Moving massive amounts of corporate information from one system to another can be one of the more complex and stressful tasks an IT department may face.

Running a development workflow without tracking results makes it difficult to evaluate release quality and process efficiency.