Ponytail is an LLM code simplification framework and AI agent guardrail system. It provides rules and constraints designed to stop coding agents from producing unnecessary or overly complex logic, ensuring that AI-generated code remains minimal and maintainable.
The project features a codebase complexity auditor that scans repositories and code diffs to identify over-engineered patterns and suggest deletions. It also includes a technical debt ledger to track and log deferred shortcuts and cleanup tasks.
The framework supports an AI code review workflow and automated code simplification. These capabilities include intensity-graded constraints and plugin-driven rule sets to control the aggressiveness of code minimization.
