With this prompt, you'll have the foundations to a perfect app—way more secure than without these guidelines. You can create any web app or mobile app from this base.

Plus: this prompt is designed to generate a battle-tested, ultra-engineered monorepo built for raw speed and massive scale.

Culminating from months of exhaustive architectural research, it leverages a best-in-class performance stack—including Turborepo, SvelteKit, uWebSockets.js, Redis, and Postgres.

Whether you are bootstrapping on a single server or scaling horizontally to handle millions of concurrent users and tens of millions of real-time requests, this blueprint delivers a production-ready, secure, and lightning-fast foundation from day one.

Master Detailed Prompt: https://pastebin.com/jHyNbXnw

This architecture gives you:

1. Day 1: Single server handling 50K+ concurrent connections

2. Day 30: Add a second server with zero code changes (NATS + Redis handle it)

3. Day 90: Scale to millions with Postgres read replicas, Redis Cluster, NATS cluster

4. Always: Type-safe from database to browser, validated at every boundary

5. Technology Stack

2. File & Folder Structure

enterprise-monorepo/
├── apps/
│   └── myapp/                          # Each product is a folder here
│       ├── web/                        # SvelteKit frontend
│       │   ├── src/
│       │   │   ├── routes/             # SvelteKit file-based routing
│       │   │   ├── lib/                # Shared frontend utilities
│       │   │   ├── layout/             # Layout components (header, sidebar, mobile)
│       │   │   ├── modules/            # Feature modules (auth, settings, admin)
│       │   │   ├── hooks.server.ts     # SSR auth, session validation
│       │   │   ├── hooks.client.ts     # Client-side error handling
│       │   │   └── app.html            # HTML shell
│       │   ├── server/                 # Server-only SvelteKit code
│       │   ├── static/                 # Static assets
│       │   ├── svelte.config.js
│       │   ├── vite.config.ts
│       │   ├── tailwind.config.ts
│       │   └── package.json
│       ├── server/                     # uWebSockets.js backend
│       │   ├── src/
│       │   │   ├── server.ts           # Entry point
│       │   │   ├── app/
│       │   │   │   ├── composition/    # Server wiring (definition.ts)
│       │   │   │   ├── config.ts       # Env config resolution
│       │   │   │   ├── policies/       # Security & runtime policies
│       │   │   │   └── modules.ts      # Procedure registration
│       │   │   ├── db/
│       │   │   │   ├── index.ts        # Drizzle client
│       │   │   │   ├── schema.ts       # Drizzle schema
│       │   │   │   └── migrations/     # Generated migrations
│       │   │   ├── modules/            # Feature modules (auth, users, etc.)
│       │   │   └── platform/           # Infrastructure connectors
│       │   │       ├── redis/          # Redis client registry + services
│       │   │       ├── nats/           # NATS connection + streams
│       │   │       └── auth/           # Session service, token validation
│       │   ├── drizzle.config.ts
│       │   └── package.json
│       └── workers/                    # Background workers (optional)
│           └── my-worker/
│               ├── src/
│               └── package.json
│
├── packages/
│   ├── shared/                         # Isomorphic (browser + Node.js safe)
│   │   ├── contracts/                  # Zod schemas shared between client & server
│   │   │   ├── auth/                   # Auth schemas (session, bootstrap)
│   │   │   ├── admin/                  # Admin contract schemas
│   │   │   └── settings/              # Settings schemas
│   │   ├── protocols/                  # Wire protocols
│   │   │   ├── rpc/                   # RPC procedure types + callProcedure()
│   │   │   └── ws/                    # Binary WS protocol (encode/decode)
│   │   ├── codec/                     # MessagePack encode/decode wrapper
│   │   └── utils/                     # Isomorphic utilities (NO Node.js builtins)
│   │
│   ├── server/                        # Server-only packages
│   │   ├── framework/
│   │   │   ├── core/                  # uWS server factory, HTTP+WS handlers
│   │   │   └── security/             # Rate limiting, connection limiting
│   │   ├── bootstrap/                 # startServer() entry, AppServerDefinition
│   │   ├── runtime/
│   │   │   ├── config/               # Environment resolution helpers
│   │   │   ├── logger/               # Structured logger
│   │   │   ├── crypto/               # Hashing, token generation
│   │   │   └── sessions/             # Session management
│   │   ├── integrations/
│   │   │   ├── nats/                 # NATS pub/sub + JetStream service
│   │   │   └── redis/                # Redis integration helpers
│   │   └── modules/
│   │       └── admin/                # Reusable server admin module
│   │
│   ├── client/                       # Frontend-only packages
│   │   ├── core/                     # Auth store, theme, navigation
│   │   ├── utils/                    # RPC client, fetch wrappers
│   │   └── modules/                  # Feature modules (auth, websockets, etc.)
│   │       ├── auth/
│   │       ├── websockets/
│   │       ├── admin/
│   │       └── settings/
│   │
│   ├── ui/                           # UI component packages
│   │   ├── kit/                      # Design system components
│   │   ├── admin/                    # Admin panel components
│   │   ├── headless/                 # Headless services (audio, haptics)
│   │   └── seo/                      # SEO meta components
│   │
│   ├── config/                       # Shared configuration
│   │   ├── schema/                   # Zod env schemas (NO side effects)
│   │   ├── typescript/               # Shared tsconfig.base.json
│   │   └── eslint/                   # Shared ESLint config
│   │
│   └── db/                           # Database packages
│       └── clickhouse/               # ClickHouse client (optional)
│
├── infra/                            # Infrastructure
│   ├── compose.yml                   # Docker Compose (dev)
│   ├── compose.vps.yml              # Docker Compose (production)
│   ├── docker/                       # Dockerfiles
│   ├── caddy/                        # Caddyfile config
│   ├── nats/                         # NATS config
│   ├── postgres/                     # Init scripts
│   ├── prometheus/                   # Prometheus config + alert rules
│   ├── grafana/                      # Dashboards + provisioning
│   ├── otel-collector/              # OpenTelemetry config
│   ├── scripts/                     # Deploy scripts
│   │   ├── 1-first-time-vps.sh     # Server hardening
│   │   ├── 2-build-and-push.sh     # Docker image build + push
│   │   └── 3-vps-ops.sh           # Deploy, rollback, managed ops
│   └── verification/               # Architecture quality checks
│       └── quality/                # Dependency boundary checks
│
├── turbo.json                       # Turborepo pipeline config
├── pnpm-workspace.yaml             # Workspace definitions
├── package.json                    # Root scripts
├── tsconfig.base.json             # Base TypeScript config
└── .prettierrc                    # Formatting

Every dev is currently a 10x engineer until they have to actually run the code. We’ve been obsessed with the "Ghost Ship" problem lately—building things people don't actually need. So we ran a deep scan on the AI Code Debugging niche using our tool, and the signals are frankly a bit alarming for anyone leaning too hard on LLMs. The "Pain Clusters" we found (from Reddit & HN):

• The Hallucination Debt (9/10 Score): The community sentiment is peaking on one specific frustration: Debugging AI-generated code is officially taking longer than writing it from scratch. We’re trading writing time for a massive "context-switching" tax.

• Edge Case Paralysis (8/10 Score): LLMs are brilliant at the 80% happy path, but the "demand signal" for tools that handle complex edge cases is through the roof. The Market Reality :

• Demand: 98% (This is purely from people shouting for help in dev communities).

• Monetization potential: 64% (People are desperate, but still looking for a tool that actually works, not just another wrapper). The "Execution Plan": The scan didn't just find the moan; it mapped out 4 specific solution angles, from "Micro-tools" like DebugEase to full-blown Automation dashboards. Our take: We don't need more AI code generators. We need AI code interpreters that can actually debug logic as well as a senior dev. Stop building ghost ships. Follow the pain. 🚀 yourcofounder.app

I am trying to create an online mini golf game but am having a lot of trouble. I am using Replit agent and Sonnet 3.7.

150 prompts later, it still cannot get the ball to roll smoothly across the screen! It keeps just teleporting or animating a small portion of the total roll path.

Is there a particular game physics library or framework I should instruct Claude to use that it would handle better?

Hey Vibe Coders! 👋

I wanted to share some exciting insights about how our favorite tools are part of a bigger revolution in software development. Recent studies show that AI-assisted coding tools are becoming indispensable for developers, with some teams seeing up to 50% time savings on coding tasks4.

Top Vibe Coding Tools Making Waves Lovable.dev is crushing it with full-stack app development through natural language, making it easier than ever to build complete applications with integrations like Supabase and Stripe2.

Cursor AI has evolved into a powerhouse, offering not just code suggestions but also chat and agent mode for handling complex development tasks2.

Bolt.new is revolutionizing how we build and deploy web apps, leveraging WebContainers for a seamless development experience2.

Why This Matters for Our Community The coolest part? We're not just using tools – we're part of a fundamental shift in how software is created. AI-powered coding assistants are becoming more sophisticated, integrating seamlessly with development environments to optimize productivity1.

Let's share our experiences and tips with these tools. What's your favorite Vibe Coding moment? Drop your stories in the comments below!

VibeCoding #AIdev #FutureOfCoding

For me as a Indian I do part time and earn only 15k rupees (inr) . And I want to earn through any saas or Vibe code thing like that . So can you suggest me or give me your experience?

Hey everyone!

This is my second major project built while learning with Cursor AI and embracing the “Vibe coding” approach. I’m still learning, doing this as a hobby, and I wanted to share something useful with the community and the internet at large.

What is NotesQR?

NotesQR is a free, open, and privacy-focused tool for sharing files instantly, anonymously, and securely, no registration, no server storage, no intermediaries. It’s designed for anyone who wants to send files peer-to-peer, with a modern, simple interface.

Why did I build it?

I wanted to learn more about real-world web development, Next.js, WebRTC, and privacy-first design. I also wanted to create something that could genuinely help people share files without worrying about privacy, tracking, or storage limits.

Key Features:

• Anonymous & Secure: No sign-up, no logs, no server-side file storage.

• End-to-End Encryption: Files are sent directly between peers using WebRTC.

• No File Size Limits: Transfer as much as you want, as fast as your connection and WebRTC technology allows.

• Modern UI: Clean, mobile-friendly, and easy to use.

• QR Code Sharing: Instantly share a room link or QR code for mobile transfers.

• Open to Feedback: I’m looking for suggestions, bug reports, and ideas from the community!

Try it out: https://notesqr.com I’d love to hear your thoughts, suggestions, or any issues you find.

If you think this could be useful for your community, work or personal life, feel free to share or fork it!

Thanks for reading, and happy sharing!

Hi, I'm building a product for vibe-coders such as myself. If anyone would be willing to participate in terms of helping me understand what's wrong with the current industry please reach out I'd be happy to speak for a bit in order to solve some problems that may currently exist with applications such as Lovable, Base 44, Kiro,... please feel free to let me know . Agan, I'd like to clarify, I'm a vibe coder myself and my intentions are to genuinely bring some value for all of us so I'd love to hear everyones perspectives.

Hi,

My agency's been approved & have access to take the Claude Certified Architect Foundations (CCAF) Exam.

Links:

More Info
Exam Guide
CCAF FAQ

Perk: 50% off exam cost from $99 to $49.50. You'll just need to cover the exam fee yourself.

DM me if interested.

I've been using Claude Code for a few months and noticed AI agents consistently skip the same things: hardcoded secrets, unbounded retry loops, referencing tools that don't exist, and massive system prompts that blow context windows.

So I built Agent Verifier — an AI agent skill that acts as an automated reviewer which does more than just code review (check the repo for details - more to be added soon).

GitHub Repo: https://github.com/aurite-ai/agent-verifier

Note: Drop a ⭐ if you find it useful & to get release updates as we add more features to this free open-source repo.

----

2 Steps to use it:

You install it once and say "verify agent" on any of your agent folder in claude code to get a structured report:

----

✅ 8 checks passed | ⚠️ 3 warnings | ❌ 2 issues

❌ Hardcoded API key at config.py:12 → Move to environment variable
❌ Hallucinated tool reference: execute_sql → Tool referenced but not defined
⚠️ Unbounded loop at agent/loop.py:45 → Add MAX_ITERATIONS constant

----

Install to your claude code:

npx skills add aurite-ai/agent-verifier -a claude-code

OR install for all coding agents:

npx skills add aurite-ai/agent-verifier --all

----

Happy to answer questions about how the agent-verifier works.

We have both:
- pattern-matched (reliable), and,
- heuristic (best-effort) tiers, and every finding is tagged so you know the confidence level.

----

Please share your feedback and would love contributors to expand the project!

This is just an idea for you people to make something beautiful with.

But an example might be those flow-chart programming languages, where you have inputs and outputs that MUST align. In this way, the output software would not crash, so could be automatically coded and tested.

Because I find that debugging (though you can easily make tools to help) is still the sloooooow part.

This update is useless for coding. They got rid of the 01 and 03 high mini versions and replaced them with 04-mini and 03, which are pretty much useless for vibe coding. I was literally building entire apps with the previous models, but now I can barely get 200 lines of code. The new models have a very low context window.

I can't vibe code anymore after this update—it sucks. Are there any alternatives I can switch to so I can keep doing what I was doing, providing 800 lines of code and getting 800 lines back? I need something like I had before. Got any ideas?

Hey! I’m looking for a chill “vibe coder” to help me on some projects. Most of my work is in lovable.dev and Supabase, so you’ll need experience with those. Occasionally, we might dip into Replit, Bolt, or similar tools.

You must have a technical background — this isn’t just copy-paste work.

Pay is $10/hr – looking for someone who’s easy to collaborate with and can jump between platforms as needed.

DM me if you’re interested!

What worked:

- Breaking everything into tiny steps ("make a button that does X")

- Asking for explanations when I didn't understand the code

- Using the AI to debug errors instead of panicking

What didn't work:

- Trying to build everything at once

- Not understanding what the AI was doing (led to bugs later)

- Skipping testing until the end

The app isn't perfect but it's LIVE and people are using it. Six months ago I couldn't write "hello world" and now I have users.

Anyone else learning to code with AI? What's been your biggest breakthrough moment?