No technical jargon. No SQL queries. Bring any screen or plain idea, describe what you want in English or Hinglish, and let CortexOS guide your AI agent to build the database, backend, and frontend with zero regressions.
Prompt full-stack features in English or Hinglish. Compiles 1-shot Super Prompts into your AI chat.
Laser-targets UI bugs, captures DOM state, and polishes styling with the live CSS Staging Studio.
Vision: Pinned in your IDE to build full-stack features. Lens (Ctrl+J): In your live app to fix bugs & optimize design.
Reads CortexOS's surgical change order and creates files, schemas & wiring safely.
Zero-maintenance database storage and global edge deployment in 1 click.
Traditional tutorials force you to learn database connection pooling, schema migrations, and REST APIs. Here is how simple it is with CortexOS.
"Write a PostgreSQL table schema, create foreign key constraints, setup Row Level Security, write backend route handlers, and debug CORS headers."
1. Build with Cortex Vision: Pin Vision in your IDE. Type what you want (English/Hinglish), compile, and paste into AI chat to build your entire full-stack app.
2. Harden with Cortex Lens: In your running app, press Ctrl + J on any broken element or misaligned design.
3. 1-tap Super Prompt fixes bugs, locks boundaries, and optimizes frontend in 1 shot!
Every full-stack software application on earth is organized into these 4 simple compartments. You never need to memorize complex backend structures.
The visual screens, headlines, and buttons. When a user visits your URL, this is the code that paints their screen.
Buttons, Navbars, Pricing Cards, and Modal windows. Created once and reused across multiple pages.
Runs privately on the server. Handles payments (Stripe/Razorpay) and private AI keys so visitors cannot view them.
Your private database password and payment API secrets. Never uploaded to public GitHub.
When developers complain that "AI code assistants broke my app," it is almost always caused by one of these 5 traps. Here is how CortexOS acts as your invincible digital shield:
The Problem: To modify 3 lines of CSS, the AI rewrites a 400-line file from scratch, silently deleting your authentication guards and route checks.
The Problem: A button does nothing when tapped. Your editor shows zero red underlines, but the browser console is flooded with unhandled errors.
The Problem: AI hallucinates library imports like import confetti from 'fake-library' that were never installed, breaking your build.
The Problem: When debugging, the AI lazily replaces your live database query with a hardcoded static list like data = [{ id: 1 }].
When building Feature 2 (e.g. Invoicing), AI modifies a shared helper function without knowing Feature 1 (Auth) relies on it. CortexOS Smart Boundary Lock detects every file connected to that function and locks its signature so nothing ever breaks.
Each day takes 30–60 minutes. By Sunday evening, your real product is live on the internet.
Check off each milestone as you complete it. Your progress is saved automatically in this browser.
Select your app idea below. Every single one follows the exact same 7-day CortexOS steps.
Users sign up, create and email professional PDF invoices to clients, track unpaid balances, and upgrade to Pro ($12/mo) for unlimited invoices.
"When the user fills the signup form and clicks 'Create Account', create the 'users' table in Supabase if it doesn't exist (with id, full_name, email, role, created_at). Save their record, display a green success toast on screen, and redirect them to the dashboard. If the email already exists, show an error alert."
Zero assumptions. How to install Node.js, launch your AI editor, and connect the 4 tools you need before building.
Node.js is what allows your laptop to run JavaScript, start local web servers, and boot npx cortexos-runtime. You only ever install this once in your life:
This is your digital workshop where you view files, chat with your AI agent, and pin the Cortex Vision HUD:
GitHub is "Google Drive for code". It backs up your work so you never lose a file:
You don't need separate passwords or credit cards. Use your GitHub account to unlock both in 60 seconds:
Go to supabase.com → Click "Continue with GitHub". This is where users, passwords, and tables will live.
Go to vercel.com → Click "Continue with GitHub". This is where your live .online or .com link is created.
You never have to manually install or configure CortexOS. Node.js's built-in npx command boots it automatically:
When you see ✅ Runtime Service: ONLINE (Port 9000), your computer is 100% armed and ready to build full-stack applications.
The terminal is simply your direct line to your laptop's engine. You only need these 5 keyboard shortcuts and commands:
Toggle the terminal open or closed inside your IDE at any time.
Starts your live web app server at http://localhost:3000.
Stops or kills a running local server if it gets stuck.
Boots the CortexOS diagnostic sentry on local Port 9000 in under 1 second.
Health check: confirms Node.js LTS engine is installed and active on your machine.
node -v verified)Learn the exact 5-step playbook to generate a frontend, boot the dev server, and pin Cortex Vision in your IDE.
If you do not have an existing web project yet, pick either of these two paths to have a gorgeous frontend running on your screen in 60 seconds:
Then type: cd my-app followed by npm run dev.
Open an empty folder in Antigravity or Cursor, open the AI chat, and paste:
"Create a modern full-stack web application using Next.js App Router and Tailwind CSS for my SaaS invoicing portal. Include a responsive navbar, hero section, pricing table, and invoice dashboard preview with modern dark glass aesthetics."
You don't need any complex setup or previous coding experience. Open your laptop:
my-saas-app.
my-saas-app folder directly into your editor window.
You don't need to write HTML, CSS, or React by hand. Open your AI agent chat in your IDE and paste one of these prompts:
Once the AI finishes generating the files, click into your terminal and launch the dev server:
Open your browser (Chrome) and visit http://localhost:3000. You now have a working, visual web screen running locally!
Now start the omniscient intelligence engine. Open a second terminal tab in your IDE and run:
1. Visit http://localhost:9000/cortexos in your browser, or open the preview panel in your IDE.
2. Click the 📌 PIN (PiP) button at the top right of the Crimson HUD.
3. Cortex Vision floats directly beside your active code files, listening for feature directives.
What if an AI creates a blank white screen, causes a syntax error, or breaks an existing button? Never spend hours debugging. Follow these 2 golden rules:
If the AI just made an edit that you do not like, simply click in your editor and press Ctrl + Z to step backward immediately.
Look at Cortex Vision's LIVE ERROR RADAR. It automatically intercepted the red error and exact line! Click ⚡ COMPILE SUPER PROMPT and paste into AI. It will heal the bug in 1 shot without touching your working files!
localhost:3000
localhost:9000
[AUTO-REVERT ARMED]
Learn how to wire your database in 60 seconds. Zero table creation, zero SQL migration files, zero backend headaches.
You do not need to install PostgreSQL or configure complex servers on your computer. We use Supabase (the leading free developer cloud database):
my-saas-db, select your nearest region (e.g. Mumbai, Singapore, or US East), and generate a secure password.
Inside your Supabase project dashboard, navigate to Project Settings → API. You only need two values:
.env.local in project root
🔒 Security Note: Your anon key is safe in public frontend code. CortexOS automatically keeps database writes guarded with Row-Level Security (RLS).
Look at the terminal where npx cortexos-runtime is running. CortexOS automatically detects your newly added Supabase keys:
If your terminal was already running from Day 1, simply restart it with Ctrl + C and run npx cortexos-runtime again so it loads the new keys.
Now open your pinned Cortex Vision HUD in your IDE. In the prompt box, describe what you want in English or Hinglish:
Click ⚡ COMPILE SUPER PROMPT in Cortex Vision. Paste into your Antigravity AI chat. The AI installs the client library and creates the helper file in under 15 seconds.
By default, Supabase places a virtual security padlock on all new database tables called Row Level Security (RLS). If you try to save a user record without unlocking it, Supabase rejects the insert with: new row violates row-level security policy.
"Add a Supabase RLS policy for the 'users' and 'invoices' tables that allows authenticated users to insert, read, and update only their own rows based on auth.uid(). Include a public insert policy for the signup flow."
This instantly configures bank-grade database security so users can only access their own data.
.env.local
"Database connected successfully"
Turn static screen buttons into real data-saving actions. Type what you want in plain words → Cortex Vision compiles the database schema & API wiring in 1 shot.
Look at the visual screen you launched in Day 1. You likely have a "Sign Up", "Create Invoice", or "Add Client" form. Right now, clicking that button does nothing because it has no database connected.
Look at the Cortex Vision HUD pinned beside your editor. In the >_ BUG / DIRECTIVE DESCRIPTION textarea, describe exactly what should happen when someone fills the form:
Click the vibrant button in Cortex Vision: ⚡ COMPILE SUPER PROMPT.
1. Auto-detects MODE: Feature Build Mode.
2. Scans your project to find the exact button and file you want to connect.
3. Enforces the 3-Part Architecture Plan ([THE ARCHITECT], [THE SENIOR DEV], [THE QA LEAD]).
4. Locks down all other files so your existing styles and header don't get broken or rewritten.
Now switch to your Antigravity (or Cursor) chat window and press Ctrl + V to paste. Press Enter.
Watch the AI agent write the code. In 20 seconds, it finishes wiring the form. Now test your real application:
Turn hardcoded UI placeholders into a high-performance live data table. Instant typing filter, zero page reloads, zero DOM freezing.
When you first generated your screen in Day 1, the AI put in 3–4 fake sample rows (e.g., *"Invoice #001 - John Doe - $500"*). Today, we replace those fake mocks with real data fetched live from your Supabase cloud database.
(items || []).map(...)) and React 18 Concurrent State so typing in the search bar is 60fps instant with zero lag.
Inside your pinned Cortex Vision HUD, write the directive in plain English or Hinglish:
Click ⚡ COMPILE SUPER PROMPT in Cortex Vision and paste into your AI agent:
• Zero Mock Fallbacks: Eliminates fake values like || 5 and wires directly to live array length.
• Defensive Memory Protection: Guards every array map so if Supabase returns 0 records, the screen never crashes with "cannot read properties of undefined".
• Smart Boundary Lock: Ensures the AI only updates the search bar and table, leaving your sidebar, header, and auth tokens completely untouched.
Now test the speed of your new production feature:
"xyz999". The table gracefully shows the custom empty state card instead of a broken error!
Turn your side-project into a cash-generating business. Secure serverless order creation, instant checkout modal, and automated user plan upgrade.
You do not need a business registration or GST certificate to build and test payments. Both Razorpay and Stripe provide free instant test accounts:
pk_test_... and sk_test_... keys.
Open your local .env.local file and append your payment credentials:
⚠️ Never expose your Secret Key in frontend code! CortexOS automatically generates a serverless backend endpoint (api/create-order.js) so your secret keys never touch the user's browser.
Inside your pinned Cortex Vision HUD, write your monetization directive in English or Hinglish:
Click ⚡ COMPILE SUPER PROMPT in Cortex Vision. Paste into Antigravity AI. The agent installs the SDK, creates the backend order handler, and hooks up the checkout trigger.
4111 1111 1111 1111, OTP: 123456).
Never use your personal credit card during development. When using rzp_test_... or pk_test_..., Razorpay and Stripe provide official simulation cards that simulate successful purchases without charging real money:
4111 2222 3333 444412/28 • 123123456 (Instant Success)4242 4242 4242 424212/34) • 12310001Activate the Quantum GPS Reticle in your live app. Laser-target edge-case bugs, read React Fiber state, and dial in luxury glass/glow CSS directly on screen.
Open your browser tab at http://localhost:3000 where your full-stack app is running. Press either shortcut:
Notice the bottom-right badge: ● CORTEX VISION Ctrl+J. You can also simply click that pill to open the HUD!
Hover your mouse over any part of your UI that looks imperfect (e.g. a misaligned button, bad mobile padding, or a modal that won't close). Press Alt + D to lock target:
<InvoiceActions />src/components/InvoiceActions.tsx [L42-88]x: 840, y: 310, w: 120px, h: 40pxprops: { invoiceId: "inv_12", status: "PENDING" }If you type into your AI editor: "Fix the blue button on the dashboard," your AI cannot see your screen. It searches your entire codebase for the words "blue button", edits the wrong component file, and breaks another page entirely!
Cortex Lens physically identifies the exact component name, file path, and disk line numbers on your machine — eliminating 100% of AI hallucination!
Inside the Cortex Lens HUD, switch to the CSS Staging Studio tab. You get interactive visual presets to turn any basic component into a luxury Silicon Valley product:
Applies backdrop-blur-xl with a luminous cyan rim light and specular shadow.
Adds an ultra-subtle crimson aura and high-contrast dark border for critical actions.
Drag the sliders for Corner Radius and Padding. Your button changes in real time in your live browser!
In the >_ BUG DESCRIPTION box in Cortex Lens, describe any remaining flaw or responsiveness issue:
Click ⚡ COMPILE SUPER PROMPT in Cortex Lens. Paste into Antigravity AI. In 15 seconds, your dropdown is mathematically fixed on mobile, dismisses on ESC, and glows with luxury glass styling.
Building software with CortexOS is not about writing thousands of lines by hand. It is a seamless, circular rhythm you repeat for every new button, screen, or bug fix:
Look at your app running in Chrome.
Point laser reticle at element or bug.
Type in English/Hinglish in Cortex Vision.
1-tap Super Prompt builds the patch.
See live result in your browser instantly.
Push your code, connect your environment secrets, and launch your live production app to users worldwide in under 60 seconds.
Your code is currently stored safely on your laptop. Now we publish it to GitHub so Vercel can automatically build and deploy it:
my-saas-app. Keep it Private (to protect your business logic). Click Create repository.
Vercel is the gold standard for global web hosting. It provides free automatic SSL certificates, global edge servers, and zero-downtime rollbacks:
my-saas-app repository from the list and click Import.
Before clicking deploy, expand the Environment Variables section in Vercel. Copy and paste the exact keys from your local .env.local file:
🔒 Air-Gapped Security: Vercel encrypts these secrets on military-grade hardware modules. No one on the internet can read your secret keys.
Click the big blue button: Deploy.
Watch Vercel compile your project. In under 45 seconds, fireworks appear on screen: Congratulations! Your project is live.
1. Go to Project Settings → Domains.
2. Type your domain name (e.g. mycompany.online).
3. Add the two DNS records (CNAME / A record) shown on screen at your domain registrar.
4. Vercel automatically generates a free auto-renewing SSL certificate in 60 seconds!
Your Vercel URL (my-app.vercel.app) is great for testing. When you are ready to point your real commercial brand (yourstartup.com), follow these 3 steps:
Go to Settings → Domains. Enter yourstartup.com and click Add.
Vercel automatically provisions a free, zero-maintenance SSL certificate in under 60 seconds. Your app is now live, encrypted, and globally distributed across 300+ edge locations!
Over 70% of AI-built "vibe-coded" applications fail after launch due to 4 fatal oversights: security breaches, unindexed database timeouts, broken mobile layouts, and blank social preview cards. Select any shield below to paste into Cortex Vision:
Enforces Supabase Row Level Security (RLS) locks, removes leaked client secrets, verifies prices on the server, stops IDOR attacks, and adds cryptographic webhook signatures.
### 🛡️ UNIVERSAL PRODUCTION SECURITY & ANTI-HACK MASTER DIRECTIVE
Apply a zero-trust, bank-grade production hardening pass across our entire codebase.
Audit and enforce the following 8 non-negotiable security protocols:
1. DATABASE & ROW LEVEL SECURITY (RLS) AUDIT:
- Verify every table in our database has Row Level Security ENABLED (ALTER TABLE ... ENABLE ROW LEVEL SECURITY).
- Enforce deny-by-default: write explicit policies so authenticated users can ONLY SELECT, INSERT, UPDATE, and DELETE rows where user_id === auth.uid().
- Strictly forbid any client-side access to the Supabase service_role key.
2. SECRET ISOLATION & ZERO CLIENT LEAKS:
- Audit all environment variables. Ensure NO private secrets (Stripe Secret Key, Razorpay Secret, Supabase Service Role, OpenAI API Key) are prefixed with NEXT_PUBLIC_ or VITE_.
- Ensure all private API keys are strictly accessed inside server-only files (/api, Server Components, or serverless functions).
3. AUTHORIZATION & IDOR PREVENTION:
- On every backend route and server action, never trust the ID passed in the request body or URL params.
- Always verify the session on the server first, and verify that the requested resource belongs to the authenticated user (e.g., WHERE id = :id AND user_id = :session_user_id).
- If user is not authorized, immediately return a typed 401 Unauthorized or 403 Forbidden.
4. SERVER-SIDE PAYMENT & WEBHOOK TAMPER PROOFING:
- Never accept item prices, discounts, or subscription tiers from the frontend request body.
- Look up the exact price on the server or in the Stripe/Razorpay product catalog.
- On payment webhook handlers (/api/webhooks), verify the cryptographic signature (Stripe constructEvent or Razorpay HMAC-SHA256 signature) before granting credits or updating user roles to 'pro'.
- Reject any webhook request with an invalid signature with a 400 Bad Request.
5. AI ENDPOINT RATE-LIMITING & CREDIT DRAIN SHIELD:
- Guard all expensive routes (AI generation, PDF creation, email dispatch) behind authentication.
- Implement an atomic credit check and deduction before calling external APIs.
- Add rate-limiting (maximum requests per minute per IP/user) to prevent bot draining.
6. ATOMIC BALANCE & RACE CONDITION DEFENSE:
- Replace read-then-write credit logic with atomic SQL transactions (UPDATE user_credits SET balance = balance - 1 WHERE user_id = :id AND balance >= 1).
- Never allow credit balances to drop below zero during parallel requests.
7. INPUT SANITIZATION & SAFE DOM RENDERING:
- Strip malicious HTML and script injections from all user inputs.
- Never use dangerouslySetInnerHTML unless the payload is sanitized with DOMPurify.
- Ensure all database queries use parameterized statements or ORM binding (zero raw string concatenation).
8. ERROR SANITIZATION & PRODUCTION LOGGING:
- In production, catch all 500 errors and return clean, user-friendly messages ("An unexpected error occurred").
- Never leak database stack traces, SQL syntax errors, or server file paths to the client browser.
Produce a clean, targeted diff that hardens our application without breaking existing working features.
Before announcing your launch on Product Hunt, Twitter, or LinkedIn, confirm all 6 pillars are checked:
You don't need to speak fluent Silicon Valley tech jargon. Describe your logic naturally — CortexOS transforms it into a mathematically grounded technical change order.
"When the user signs up with Google, create their profile record in the Supabase 'profiles' table with a default 'free' plan."
"Jab user Google se signup kare, unka profile record Supabase ke profiles table me save ho jaye aur default plan 'free' set rahe."
"Filter the table in real time as the user types in the search bar. Do not reload the page, and show 'No results' if empty."
"Search bar me type karte hi table instant filter ho bina page reload huye. Agar koi record na mile toh 'No results found' ka card dikhao."