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Scan · For Claude or ChatGPT apps

Make your Claude or ChatGPT app production-ready

Whether it came from a chat, Claude Code or Codex, the app works because you kept prompting until it did. Production asks different questions: who can see what, where the keys are and what happens on a bad day.

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Free · Report in 48 hours · No call needed to start

Scan · Example reportyourapp.com
Example
Scanning yourapp.com…0%
Security
Checking…
Database
Checking…
Deploy
Checking…
AI setup
Checking…
Top findings
Row-level security disabled on user tablesCritical
API key exposed in frontend codeCritical
No staging environment before deployHigh
AI calls have no cost limit or fallbackMedium
Prioritised findings · Fix plan included
Before launch

Where Claude or ChatGPT apps usually need work before launch

  • Code assembled from many chats, with no single place that explains how it fits together
  • Real API keys pasted into code that started as a chat answer
  • Endpoints that work on the happy path but never check who is calling
  • A schema that changed in conversation but never in a migration file
  • Nothing in Git, so a bad answer from the AI can't be rolled back
Production checklist

How do I make my Claude or ChatGPT app production-ready?

Work through these six areas. Tick what's already true: whatever is left open is where real users find problems first.

0 of 12 coveredOr let us check it for you

Tick what's already true of your app.

  1. 01

    Security and secrets

    In Claude or ChatGPT Code copied from a chat often had its placeholder key swapped for a real one. Move every key to server-side environment variables, and rotate any key you pasted into a conversation.

  2. 02

    Logins and roles

    In Claude or ChatGPT Chat-written code tends to cover the happy path. Check that every endpoint checks who is asking, not just the login page.

  3. 03

    Database

    In Claude or ChatGPT Make sure the schema, migrations and access rules exist as files in your repository, not only in the chat history.

  4. 04

    Deploys

    In Claude or ChatGPT Put the project in Git with a staging environment, so each new answer from the AI is tested before users see it. Small commits make it easy to see which answer broke what.

  5. 05

    Monitoring

    In Claude or ChatGPT Add error tracking and uptime alerts before launch. Then the next conversation starts from the real error, not a user's complaint.

  6. 06

    AI and usage costs

    In Claude or ChatGPT If the app itself calls Claude or OpenAI models, set usage limits and pick the model per task.

What the Scan checks

We run the checklist for you, and go further.

Send us your app, code or idea. A TechTose architect reviews it and you get a written report in 48 hours.

  • Security
  • Database
  • Logins and roles
  • Payments
  • Secrets
  • AI setup
  • Deploy
How the free Scan works

What you get

  • Summary: is it ready for real users?
  • Findings by area, each rated by severity
  • A prioritised fix plan: fix now, fix next, leave alone
  • A 30-minute walkthrough of the findings
Scan report · yourapp.comExample
  • Row-level security disabled on user tablesCritical
  • API key exposed in frontend codeCritical
  • No staging environment before deployHigh
  • AI calls have no cost limit or fallbackMedium
Straight answers

You get the truth, whatever it is.

If your app is in good shape, we'll tell you.

If a small fix is enough, we'll show you how to do it yourself.

If it needs real work, you'll get a fixed-scope plan, with no pressure to buy.

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Send us your Claude or ChatGPT app.

An app link or repo helps, but it is optional.

A personal reply with an honest view, even if it's 'you don't need us yet.'

Prefer to talk first? Book a call

Tell us about your app

All fields are required unless marked optional.

Where are you?
What did you build it with? Optional

Website or repo, e.g. yourapp.com or github.com/you/repo. Private repo? Say so in your message; we arrange access separately.

Please don't include passwords, API keys or customer data.

A personal reply with an honest view, even if it's 'you don't need us yet.' Your code and data stay private.

This form needs JavaScript. You can email us at hello@techtose.com instead.

Claude or ChatGPT apps: questions

How do I move code from Claude or ChatGPT chats into a proper repository?

Create a Git repository, add the code file by file with a short README on how it fits together, and move every key into environment variables as you go. Add the database schema as migration files. From then on, each change from the AI is a reviewed commit you can roll back.

Is Claude Code different from pasting code from a chat?

Yes. Claude Code works inside your repository, so its changes land as files you can review in Git. The production questions are the same either way: secrets, permissions, data, deploys and monitoring.

Do I have to rebuild my Claude or ChatGPT app?

Usually not. Most AI-built apps need hardening, not a rewrite. We keep what works and fix what doesn't.

Who owns the code?

You do, from day one.

What do you need to start?

Tell us where you are. An app link or repo helps but is optional. Don't send passwords, API keys or customer data; if private access is needed, we arrange it separately.

Is it really free?

Yes. You keep the report either way, and if you don't need us, we'll say so.

Is this a penetration test or certification?

No. It's a production-readiness review of your app's setup, not a certification.

Related reading

Guides for Claude or ChatGPT builders

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