Stack · Docs · Validation · AI Context

The first week of every project
should be building, not deciding

Stack paralysis. Undocumented APIs. Validation scattered across layers. Re-explaining your project to AI every session. These are tax on every developer on every project — and CodeNx eliminates all of them at generation time.

Generate my project → See every problem solved

Six problems. One generation.

Everything that slows down the start of every project — solved before you write line one.

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What stack should I use?

Next.js or SvelteKit? Prisma or Drizzle? REST or tRPC? Every project starts with the same paralysis. Hours spent on architecture decisions before writing a single product feature.

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How do I keep code maintainable?

Two months in, the codebase is inconsistent. Naming conventions drift. Some files have tests, some don't. New devs can't find anything. Tech debt accumulates faster than features.

◱
Where are the docs?

Nobody wrote them. The API has 40 endpoints with no description. Onboarding a new developer means sitting next to them for a day. Postman collections are outdated.

⊹
Input validation is everywhere

Client validation in the form component. Server validation in the API handler. Database constraints somewhere else. They drift out of sync. Users see raw error messages or, worse, nothing at all.

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Re-teaching context to AI every session

Every new feature means explaining the project architecture from scratch. 'This is a multi-tenant SaaS, we use X pattern for Y...' — the same paragraph, typed dozens of times, burning tokens before any real work begins.

⎔
Docs live nowhere or everywhere

README is stale. Notion is outdated. Confluence has 3 conflicting pages. There's no single source of truth and no way to deploy docs alongside the product automatically.

How CodeNx solves each one

Stack Decisions

The stack is already decided

SvelteKit + TypeScript + PostgreSQL + Drizzle ORM + Tailwind 4 + shadcn-svelte. Battle-tested, production-proven, highly maintainable. Every architectural choice is deliberate and documented. You start with opinions, not a blank slate.

Generated tech stack
Framework SvelteKit 2 + TypeScript
Database PostgreSQL + Drizzle ORM
UI Tailwind 4 + shadcn-svelte
API REST + OpenAPI spec
Validation Zod (client + server)
Testing Vitest + Playwright
// Auto-generated Zod schema
export const createProductSchema = z.object({
name: z.string().min(2).max(100),
price: z.number().positive(),
category: z.enum(['apparel','jewelry']),
description: z.string().optional(),
});
// Used on client AND server — always in sync
Input Validation

One schema, validated everywhere

CodeNx generates a Zod schema from your data model and wires it to your form component and API handler simultaneously. Client and server validation are always in sync. Typed error messages appear automatically in the UI.

Documentation + AI Context

Docs that ship with your code. Context that travels with your AI.

OpenAPI spec is generated and stays in sync. A /docs route serves your API reference automatically. Deploy it to a public URL with one command.

A CONTEXT.md file is generated describing your architecture, patterns, naming conventions, and data model. Paste it into any AI session and the model has full project context instantly — no more re-explaining from scratch.

CONTEXT.md — drop into any AI session
# Project: Litekart
Stack: SvelteKit 2, Drizzle, PostgreSQL
Auth: JWT + refresh tokens, role-based
Patterns: server actions, load functions
Naming: camelCase vars, PascalCase types
Collections: products, orders, vendors, users
✓ AI now understands your full project without a single extra prompt

Questions about project generation

Start shipping features
on day one

Stack chosen. Docs generated. Validation wired. AI context ready. CodeNx eliminates every infrastructure decision so you can build what matters from the very first commit.

Generate my project →

Free plan · Full stack generated · No decisions required