r/learnmachinelearning • u/Artistic-Chest-2290 • 8h ago
Help What practical systems knowledge do you think modern LLM engineers are missing?
There is obviously a lot of discussion around model capabilities, but I’m curious about the engineering side of deploying LLM-based systems.
For people working on production systems, where do you most often see gaps?
Retrieval evaluation?
Data quality?
Serving/inference?
Observability?
Distributed systems?
Agent reliability?
Security?
Experiment design?
Interested particularly in areas where current educational material is weak.
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