Implement attention with a KV cache for autoregressive generation.

Implementing the KV cache proves you understand why decode is efficient: you append the new token's K/V and reuse the rest instead of recomputing. The signal is the append-and-attend-over-cache logic. Here is the implementation.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.