Rapid shifts toward agentic systems force IT leaders to rethink long-term infrastructure investments. The focus shifts from fleeting tools to stable architectural foundations to mitigate technical debt. This strategic pivot prevents costly rip-and-replace cycles as capabilities evolve. Practitioners must prioritize modularity over specific model loyalty to maintain operational agility during this volatile phase.