I built a small project to organize AI coding tools, looking for feedback on the structure and data model

Reddit r/artificial / 4/17/2026

💬 OpinionDeveloper Stack & InfrastructureTools & Practical Usage

Key Points

  • The author shares a learning web app, “Tolop,” designed to collect and organize AI coding tools so users can compare editors, assistants, and terminal agents by purpose and audience.
  • They are seeking feedback on which data fields matter most for a searchable directory and what elements make an AI tool comparison page genuinely helpful.
  • The project is built with Next.js and Tailwind, with extra effort spent on creating a distinctive “book shelf” UI for tool comparisons.
  • The author emphasizes that the app is free to use and not intended for sales, focusing instead on practicing searchable-directory design and data modeling for similar items.

Hi everyone,

I’ve been learning by building a small web app that collects and organizes AI coding tools in one place. The idea is to make it easier to compare tools like code editors, coding assistants, and terminal-based agents based on what they do, who they’re for, and how they differ, and I have also decided to make it completely free for use.

I’m not trying to sell anything, I’m mainly using it as a learning project to practice:

  • building a searchable directory,
  • structuring data for lots of similar items,
  • designing a unique UI for comparison,
  • and deciding what information is actually useful to show first.

I’d love feedback on the project from a learning perspective:

  • What data fields would be most useful in a directory like this?
  • What makes a tool comparison page actually helpful?
  • If you’ve built something similar, what architecture or stack choices worked well?

The whole thing was coded in Next.js + Tailwind. The book shelf UI took way longer to properly design as i wanted to make it as unique as possible ( most websites nowadays are boring )

I’m also happy to share what I’ve built so far if that would be useful, Tolop

submitted by /u/DAK12_YT
[link] [comments]