
New graduates must master data structures, algorithms, operating systems, databases, and networking. AI tools assist with syntax autocomplete but do not replace core programming fundamentals. Successful engineers use AI as leverage, not competition. Core languages including C++, Java, and Python remain essential. The field's tools evolve rapidly but foundational knowledge ensures long-term demand.
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AI Agent Guidelines for CS336 at Stanford
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