Beyond Black-Box Benchmarking: Observability, Analytics, and Optimization of Agentic Systems. - Dany Moshkovich; Hadar Mulian; Sergey Zeltyn; Natti Eder; Inna Skarbovsky; Roy Abitbol (CoRR, 2025)