3 papers
cs.SE2026
Rethinking Software Engineering for Agentic AI Systems
Mamdouh Alenezi
The rapid proliferation of large language models (LLMs) and agentic AI systems has created an unprecedented abundance of automatically generated code, challenging the traditional s…
cs.SE2026
From Prompt-Response to Goal-Directed Systems: The Evolution of Agentic AI Software Architecture
Mamdouh Alenezi
Agentic AI denotes an architectural transition from stateless, prompt-driven generative models toward goal-directed systems capable of autonomous perception, planning, action, and…
cs.SE2026
Auditable DevOps Automation via VSM and GQM
Mamdouh Alenezi
DevOps automation can accelerate software delivery, yet many organizations still struggle to justify and prioritize automation work in terms of strategic project-management outcome…