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ponytail

Ruleset that makes AI coding agents write the least code that works

Aboutponytail.dev

ponytail is a ruleset for AI coding agents that pushes them to write the smallest working change. Version 5 is a rebuild, and its benchmark claims 53 percent less code, 41 percent faster runs, 26 percent lower cost, and 45 percent fewer tokens. It also requires a test for 98 percent of risky logic, according to the site.

For an agent

Use it to stop an agent from over-building simple changes. Check the benchmark against your own tasks, because results vary by codebase.

Why it is here. It encodes restraint as rules an agent follows.

Install command, framework, licence and component list.
Notable for
  • Least code that works
  • Benchmarked
  • Version 5
Provenance

Verified 2026-10-09. HTTP 200. https://ponytail.dev/ (HTTP 200, page fetched 2026-10-09), https://github.com/DietrichGebert/ponytail (GitHub API, 158492 stars), depo.zip listing https://www.depo.zip/tools/j578770nghjy4xbtsj1c51mzyx8da7pa

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