Ponytail: I CAN'T GO BACK FROM THIS NOW! 3X BETTER & LOWER TOKENS!

From the creator

Visit Verdent: https://www.verdent.ai/?id=700712 Visit AISeeKing (my second channel with more cool ai stuff): https://www.youtube.com/@aiseeking In this video, I'll be telling you about Ponytail, a new AI agent skill that prevents coding agents from over-engineering simple tasks. It encourages agents to reuse existing code, choose native platform features, avoid unnecessary dependencies, and write only the minimum amount of safe, maintainable code. -- Key Takeaways: 🚀 Ponytail turns AI coding agents into “lazy senior developers” that prioritize simple, effective solutions. 🪜 Its decision ladder checks existing code, standard libraries, native features, and installed dependencies before adding new code. ✂️ Ponytail can reduce generated code by up to 94% on common over-engineering tasks. 💸 Benchmarks show fewer tokens, lower costs, and faster execution without compromising safety. 🤖 It supports Claude Code, Codex, GitHub Copilot CLI, Gemini CLI, Verdent, and many other AI coding tools. 🎛️ Lite, Full, and Ultra modes let you control how aggressively Ponytail minimizes code. 🔍 Review, Audit, Debt, and Gain commands help identify bloat, track deferred work, and measure improvements. 🛠️ Instruction-only rule files make Ponytail compatible with tools that do not support plugins or lifecycle hooks. 🌱 Ponytail works especially well with Verdent through its AGENTS.md and global rules systems. 👍 Overall, Ponytail is a free, open-source tool that can make AI-generated code smaller, faster, cheaper, and easier to maintain.

Choose to Build with AI
Matched to AI Coding Assistant

AI Maker Residence at KOKO

The third AI workshop taught by our legendary teacher, Nick Sarafa. In one of the last events we did an asset manager raised an additional £25M on their fund within a space of 9 months. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code. Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence. One person did.

◆ Fri 09 Oct 2026 ◆ KOKO Cafe, London ◆ With Nick Sarafa
AI Maker Residence at KOKO
Live event
AI Maker Residence at KOKO
Fri 09 Oct 2026
Find a job · 1 live role

Jobs in AI.
Apply now.

Apply once › get screened › meet the company

See all roles

More like this

Running one yourself?

List your AI event,
wherever it is.

A meetup, a workshop, a hackathon, a conference. Any city, or online. Tell us about it and it lands in front of people already learning this stuff.