Author name: Mostafa Ibrahim

Agentic AI, ai, Artificial Intelligence, Machine Learning

What Is Agent Observability? Traces, Loop Rate, Tool Errors, and Cost per Successful Task

Mostafa Ibrahim / April 2, 2026

Engineers love shipping agents… right up until the first production incident.Continue reading on Towards AI »

Agentic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot Them Early)

Mostafa Ibrahim / March 20, 2026

Why agentic RAG systems fail silently in production and how to detect them before your cloud bill does The post Agentic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot Them Early) appeared first on Towards Data Scie…