Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

I built an AI that generates full-stack apps in 30 seconds

Details

External ID
45798328
Source
HN
Company
—
Product
—
Website domain
—
Launched
Nov. 3, 2025
Cohort
—
Upvotes
8
Upvotes percentile
0.4421397379912664
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

For the last 6 months, I've been building ORUS Builder, an open-source AI code generator.My goal was to fix the biggest issue I have with tools like v0, Lovable, etc. – they generate broken, non-compiling code that needs hours of debugging.ORUS Builder is different. It uses a "Compiler-Integrity Generation" (CIG) protocol, a set of cognitive validation steps that run before the code is generated. The result is a 99.9% first-time compilation success rate in my tests.The workflow is simple: 1.Describe an app in a single prompt. 2.It generates a full-stack application (React/Vue/Angular + Node.js + DB schema) in about 30 seconds. 3.You get a ZIP file with production-ready code, including tests and CI/CD config.The core is built on TypeScript and Node.js, and it orchestrates 3 specialized AI connectors for different cognitive tasks (I call this "Trinity AI").The full architecture has over 260 internal components.A bit of background: I'm an entrepreneur from São Luís, Brazil, with 15 years of experience. I'm not a programmer by trade.I developed a framework called the "ORUS Method" to orchestrate AI for complex creation, and this is the first tool built with it. My philosophy is radical transparency and democratizing access to powerful tech.It's 100% MIT Licensed and will always have a free, powerful open-source core.GitHub:https://github.com/OrusMind/Orus-Builder---Cognitive-Generat...I'm here all day to answer technical questions, and I'm fully prepared for criticism. Building in public means being open to being wrong.Looking forward to your feedback. -- Tulio K

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Agent / copilot
Audience
Developer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
ai that generates full-stack web applications
Manually corrected
False

Could you build this?

Partial Basic full-stack boilerplate generators are easy to vibe code, but an automated 'Compiler-Integrity Generation' engine that deterministically fixes type and compilation errors in sandboxes requires complex orchestration.

What it would actually take: The engine requires headless sandboxed execution environments (e.g., Docker or WebContainers) coupled with language server protocols (LSP) or compiler AST diagnostics (TypeScript, Next.js). An iterative feedback loop must parse compiler error diagnostics, trace symbol definitions, and feed exact syntax tree patches back into the LLM context until the project compiles cleanly.

Discussion

20 comments analyzed.

Competitors mentioned: Lovable, ORUS Builder, CIG Protocol

Concerns raised: Localhost hardcoded in production code, Only 4 commits in 8 days suggests incomplete development, Created primarily by AI, questions about actual value, No production examples or paying users mentioned, AI-generated responses to criticism without personalization

Competitors

Other products that read as similar to this one — 134 launches clear the similarity bar, closest 8 shown.

Attention rank: #73 of 135 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 4 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.