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cs.AI2026
Governing Technical Debt in Agentic AI Systems
Muhammad Zia Hydari, Raja Iqbal, Narayan Ramasubbu
Agentic AI systems are increasingly being explored as production infrastructure: they reason over multiple steps, call tools, act through workflows, and adapt through memory and fe…
cs.AI2026
Modeling Agentic Technical Debt and Stochastic Tax: A Standalone Framework for Measurement, Simulation, and Dashboarding
Muhammad Zia Hydari, Raja Iqbal, Narayan Ramasubbu
Agentic AI systems combine probabilistic reasoning with delegated action through tools, context, memory, orchestration, and external workflow integration. This note develops a form…