Original Summary

Hi, I’m currently navigating the SaaS world. I have been learning and working on a project for about 3-4 months now, and I just finished building my first major project: a Next.js boilerplate that I plan to use as the foundation for all my future startups. Before I start marketing this to the public or relying on it in production, I want to make sure the foundation is absolutely bulletproof. I know how skilled this community is, so I wanted to ask for your help. The core stack is: Next.js 16 (App Router), Prisma, PostgreSQL, Auth.js v5, Tailwind v4, and LemonSqueezy. However, the main differentiator (and what I’d love your technical critique on) is the architecture designed specifically for AI coding agents. I wanted to solve the problem of pulling upstream boilerplate updates into a heavily customized repo without causing a nightmare of line-by-line merge conflicts. To solve this, I built an AST Knowledge Graph, an AGENTS.md structure, and a custom /sync-updates agent skill. It’s designed so an AI agent can read the repo, understand your exact local customizations, and apply upstream framework updates via a Semantic 3-Way Merge, without breaking your custom code (especially if you heavily customized the boilerplate). I have also tried to create an ultra-efficient onboarding experience for AI agents using the AST Knowledge Graph, the documentation, and an /onboard agent skill that users can trigger as their first prompt. This saves massive amounts of context tokens by preventing the agent from having to read the entire codebase right out of the gate. I’d also love feedback on the onboarding flow and the overall UI/UX. Right now, the flow requires a few steps to securely deliver the private codebase: creating an account, signing in, checking out, and then linking your GitHub to receive the automated repository invite. Only then do you get to run the setup command in your terminal and see the code on your local machine. It feels a bit long to me, so if anyone has advice on how to streamline this fulfillment pipeline while maintaining security—or if you think I am over-dramatizing its length and that it is actually fine—I am all ears. I’d love for you to clone it, look at the architecture, and completely roast my codebase. I've created a 100% off discount code: ROAST50 (I've capped it at exactly 50 uses so I don't get too overwhelmed). Here is the site: https://www.shiponclick.tech Please tear it apart! You can leave your roasts/feedback here in the comments or anonymously via the feedback widget on the site (the green feedback button on the bottom right where it is optional to add your email). I'll be hanging around to answer questions, explain my design choices, and fix any major flaws you find. Thanks in advance!   submitted by   /u/Certain-Bonus9603 [link]   [comments]

  • 情报分类：商业与市场研究
  • 分类依据：内容涉及商业、投资或市场动态
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/9/24 00:42:37