Why it matters
AI Engineer session on Navigating Challenges and Technical Debt in LLMs Deployment: Ahmed Menshawy. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Useful for AI engineering because it grounds model adoption in concrete developer workflow, tooling, and product tradeoffs.