Skip the percentage arithmetic — map scores to -100, 0, and 100, and let AVG() do the rest. A mathematical proof and practical ClickHouse benchmark.

Everyone thinks AI is replacing software engineers. But code was never the bottleneck. It was always ideas, judgment, and execution. Here's why agentic engineering matters more than vibe coding.