claude-code/teach-me/learner-profile.md

Learner Profile

Updated: 2026-04-24

Style

• Learns best with: Analogies (Memory page <-> Capsule hotel), Concrete trade-offs (Latency vs Throughput)
• Strength: Strong logical intuition regarding memory constraints.
• Pace: Fast. Grasped PagedAttention/TP concepts quickly from first principles.

Patterns

• Tends to focus on memory usage ("is it OOM?"), which is a good instinct for inference tuning.
• Needs precision on API flags (e.g., --tensor-parallel-size).

Topics

• vLLM Inference Optimization (10/10 concepts mastered, 2026-04-24)