Nov 2, 2026Nov 2, 2026 · 18 min readBig-O Without the Fear: Why Some Code Scales and Some Doesn'tLearn what Big-O really means, how to estimate it by reading code, and why it explains vector search indexes, expensive long prompts, and the hidden cost of chat history.18 min read