Dev.to
6/26/2026

Left of the Loop: A Fool with a Tool is Still a Fool
Short summary
AI amplifies the quality of the thinking that informs it—weak thinking produces weak output faster and more expensively. Teams serve as intent checks, catching bad ideas before agents spend weeks on the wrong problem. Mob planning preserves knowledge transfer and system thinking that individual tool optimization erodes.
- •AI output quality mirrors the quality of thinking in the prompt
- •Teams act as a gate to catch bad ideas before expensive execution
- •Collaborative planning sessions transfer system thinking better than isolated tool use
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



