Database teams often regret time-based partitioning that leaks into every query and demands constant boundary tweaks. Ruslan Tolkachev's primary-key approach, paired with an automated service, delivers pruning without contracts or surprises. Recent industry guidance backs smarter key selection for real performance gains.