One-Shot Tally: A Feedback Loop for AI Coding Agents

AI coding agents can waste time in repeated searches, tiny edit cycles, and reassuring test reruns. One-Shot Tally makes that behavior visible while keeping final-revision verification non-negotiable.

Category: AI Agents, Developer Tools, Open Source

Timeframe: 2026

Copyright: ColinKnapp.com

License: MIT

Repository: github.com/Leopere/one-shot-tally