In the fast-paced software industry, the pressure to quickly deliver products often leads to the accumulation of technical debt, particularly architectural technical debt (ATD), which involves design decisions that compromise a system's foundational integrity. This debt can manifest as architectural drift or erosion, leading to performance issues and user-reported bugs. Drift occurs when the actual implementation deviates from the planned architecture without undermining it, while erosion directly contradicts the architectural principles, causing system fragility. Managing ATD requires a proactive approach that includes real-time architecture visibility and collaborative debugging workflows, allowing teams to identify and address issues before they become significant obstacles. By focusing on these strategies, organizations can maintain their systems' adaptability and longevity, balancing the need for rapid delivery with long-term sustainability.