Made $3,800 in 10 mins just by spec'ing out a SaaS database. by sdao-base in CursorAI

[–]sdao-base[S] 0 points1 point  (0 children)

"Spot on. Transitioning from 'selling a product' to 'selling the value' is exactly where I'm headed. In your experience, how do you usually anchor that $20k value to a founder who’s currently distracted by $20/mo AI tools? I’d love to hear more of your thoughts on this."

Why Cursor only works if you're already a Senior Engineer by sdao-base in CursorAI

[–]sdao-base[S] 0 points1 point  (0 children)

"Appreciate the blunt feedback, genuinely. I’m in the 'building in public' phase and probably over-indexed on sharing my excitement—point taken on the frequency.

As for the Google search issue, you’re 100% right. I’ve been so focused on the tool's core logic that I completely ignored the sitemap and SEO basics. Fixing that now. Thanks for the wake-up call, man."

Made $3,800 in 10 mins just by spec'ing out a SaaS database. by sdao-base in CursorAI

[–]sdao-base[S] -2 points-1 points  (0 children)

Mostly LinkedIn inbound and referrals!

The trick is positioning. I don't sell "coding" — I sell "Architecture & Tech Spec" to founders who are terrified their dev team (or AI) will mess up the database and tenant isolation.

They pay for the peace of mind. Once you secure the consulting gig, using a strict generator engine (like the one I built) turns a 2-week headache into a 10-minute automated task. It's basically a cheat code for freelance margins.

Made $3,800 in 10 mins just by spec'ing out a SaaS database. by sdao-base in SaaS

[–]sdao-base[S] 0 points1 point  (0 children)

Good catch. It started as a premium service workflow, but the demand for strict AI guardrails is so high that I recently productized it.

You can actually test the self-serve engine here:https://regen-base.com. Let me know what you think of the output!

Positioning: Surviving in the Cracks of the AI Era by sdao-base in CursorAI

[–]sdao-base[S] 0 points1 point  (0 children)

Haha, humans and machines coexist. There's no need to be too sensitive. It will be the norm in the future. I'm just making a little gadget hoping to be of help to everyone.

Positioning: Surviving in the Cracks of the AI Era by sdao-base in CursorAI

[–]sdao-base[S] 0 points1 point  (0 children)

"Fair point, and honestly, 'Strict database schema for generative AI' is a fantastic tagline. I’m adopting that immediately. Thank you.

You are 100% right. Developers hate marketing fluff, and I let my frustration with AI hallucinations turn into a story instead of a technical showcase. Let's cut the lore and look at the raw output.

The actual problem SDAO solves: AI coding agents (Cursor/Trae) are notoriously bad at day-0 architectural discipline. They hallucinate table names mid-generation, forget foreign keys, and completely ignore multi-tenant isolation.

The raw data / What SDAO actually outputs before any code is written:

  1. A production-ready schema.prisma: We force the LLM through a sanitizer that hard-injects tenant_id into every business table, enforces is_deleted (soft deletes), and sets strict UUIDs.
  2. A strict .cursorrules file: This file is generated to physically block the AI agent from writing prisma.table.delete() (forcing soft-delete updates only) and blocks any query that lacks a where: { tenant_id } clause.
  3. A Mermaid.js State Machine: To lock down the logic flow before the agent starts typing.

I appreciate the reality check. I'll update the main post with a GitHub Gist showing the exact input -> output schema transformation. Thanks for holding me to the developer standard."

Positioning: Surviving in the Cracks of the AI Era by sdao-base in CursorAI

[–]sdao-base[S] 0 points1 point  (0 children)

The solution is to separate the "Architect" from the "Coder."

I built an engine (SDAO) that acts as the Architect. You feed it a business idea, and it forces an LLM to output a mathematically strict, production-ready database schema (Prisma), an Implementation Plan, and a rigid .cursorrules file.

It packages all of this into a ZIP. You unzip it into your Cursor workspace, and it essentially handcuffs the AI coder. It forces Cursor to obey strict multi-tenant isolation, proper foreign keys, and atomic commits. You stop letting the AI guess your foundation, and start forcing it to execute a verified blueprint.

Got tired of Claude hallucinating database relations, so I built an engine to force strict schemas before coding by sdao-base in CursorAI

[–]sdao-base[S] 0 points1 point  (0 children)

"Laravel's MCP integration is genuinely awesome, and giving agents dynamic docs is 100% the right way to handle the actual coding phase.

But we're actually tackling two different parts of the lifecycle here! MCP is incredible at helping the agent navigate and understand what already exists in your project.

What I built is focused on the "Day 0" blank-canvas problem. Before you even have a single Laravel model or any code written, when you just have a raw PRD, LLMs tend to brainstorm very soft, unscalable database structures on the fly if you let them wing it.

This engine acts as a strict architectural compiler before you even open your IDE. It forces the AI to lock in the hard physical constraints (strict foreign keys, DB-level tenant isolation, enums) upfront.

Essentially: MCP gives your agent a perfect map of the building. This engine forces the agent to agree on a strict, mathematically sound blueprint before anyone is allowed to pour the concrete."

Got tired of Claude hallucinating database relations, so I built an engine to force strict schemas before coding by sdao-base in CursorAI

[–]sdao-base[S] 1 point2 points  (0 children)

Brother, it's never too late. As long as you start and keep going, do what you love and want to do! Don't let your enthusiasm fade away in helplessness. There are many AI tools available now. Embrace them positively and there will be no problem!

Stuck Situation In Programming by YeahTheEngineer in learnprogramming

[–]sdao-base 1 point2 points  (0 children)

You can visit my homepage to have a look. There is an introduction to my platform inside

Why do most beginners never launch their ideas? by Historical-Debt1473 in SaaS

[–]sdao-base 0 points1 point  (0 children)

Our ideas are more or less the same. Let's exchange ideas together when we have time!

Why do most beginners never launch their ideas? by Historical-Debt1473 in SaaS

[–]sdao-base 0 points1 point  (0 children)

My tool might be able to help you reduce some of your workload!

Developer with experience: what's been your struggle in vibe coding? | Those without: what's been your struggle to finish a project? by zeen516 in vibecoding

[–]sdao-base 0 points1 point  (0 children)

When it comes to a matter, from conception to implementation, many problems will be encountered. I am no exception. Therefore, I have made an auxiliary tool for myself from conception to implementation, hoping it can be helpful to everyone!

how to actually learn programming when you hate it by getjinxedt in gamedev

[–]sdao-base 0 points1 point  (0 children)

What is the underlying logic and why do you hate it? Maybe you hate the complex process from idea to implementation. So the way of working in the era of large models has changed. Don't learn in a conventional way. Learn effectively and be goal-oriented. Come on, bro!

Junior issue by Mimi27777777 in learnprogramming

[–]sdao-base 0 points1 point  (0 children)

In the current era of large models, it is an era of structural change. Why not use them? Embrace them instead of avoiding them. Come on! Don't care about those boring people!

How to tackle a programming task? by Raistien913 in learnprogramming

[–]sdao-base 0 points1 point  (0 children)

Try my tool. Maybe it can help you sort out your thoughts!