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New: AI coding setup

Vibe coding with a system

Build your own software.With AI. At bank level.Professional AI coding setup from Switzerland.

Got an idea for your own tool but you're not a developer? With AI and vibe coding you build it yourself. I set up the foundation the way I know it from banking IT: secure login, backups, updates, clean architecture. A one-time CHF 390.

Start the CHF 390 setup Is this for me?
Florian Witschi, software engineer and AI coding consultant
CHF390one-time

Who it's for

For makers who want their own system.

You're not a developer, but you have a clear idea: a tool that fits exactly how you work. Maybe you've already experimented with ChatGPT or Claude. Now you're wondering whether vibe coding is the right path, or whether you'll end up with an insecure DIY project.

It's a fit if you …

  • want your own internal tool instead of expensive off-the-shelf software
  • want to build and understand it yourself instead of outsourcing everything
  • care about secure login, clean data and backups
  • want to get going fast, without a months-long IT project

Probably not, if you …

  • don't want to get hands-on at all
  • need an app for thousands of customers by next week

Typical ideas

  • Property management
  • Customer portal
  • Quotes & reports
  • Inventory & materials
  • Member management
  • Bookings & appointments
  • Dashboards & analytics
  • Document storage

The problem

Vibe coding is fast. Good vibe coding is fast and lasts.

With AI you can build in a weekend what used to take a team months. But without a foundation, three weeks later you have a project nobody understands anymore, not even the AI.

Without a setup
With a pro setup
Login with a simple password anyone could guess
Secure login with multi-factor authentication
One mistake and the data is gone
Automatic backups you can actually restore
Outdated packages with known security holes
Updates and security scans run automatically
The AI writes code that works today and breaks tomorrow
Tests check every change before it goes live
Every new feature makes the project messier
Clear architecture and rules the AI sticks to

Typical pitfalls I see again and again in practice.

I want to do it right

The offer

One setup. Paid once. Pro level from day one.

Together we set up your complete foundation, following the standards I know from banking and air traffic control IT. After that you build on your own: with AI, with speed and with guardrails.

AI coding setup

CHF
390
one-time, no subscription

What's included

  • Personal setup session (about 2 hours, remote)
  • Claude Code set up with rules so the AI works like a senior engineer
  • Project template with clean, scalable architecture
  • Secure login with multi-factor authentication
  • Database with automatic backups
  • Automatic updates and security scans
  • GitHub with pull requests, tests and a CI pipeline
  • Affordable hosting, with data in Switzerland if you like
  • Guides to look things up, continuously extended
  • 14 days of follow-up questions by message
Request the setup
~/your-project

The packages below are optional. The setup works perfectly on its own.

Tech stack

Proven tools. Professionally connected.

No exotic experiment: we use tools that large companies run in production, and connect them so everything works together cleanly.

Want your data to stay in Switzerland? Infomaniak or Azure Switzerland make that possible.

  1. AI

    Your AI dev team

    • Claude
    • Claude Code
    • Anthropic API

  2. Code

    Cleanly versioned

    • GitHub
    • GitHub Actions
    • TypeScript
    • Next.js

  3. Data

    Stored safely

    • Supabase
    • PostgreSQL
    • Backups

  4. Operations

    Reliably online

    • Docker
    • Azure
    • Cloudflare
    • Infomaniak

  5. Security

    Built in from the start

    • MFA
    • Automatic updates
    • Security scans

Packages

And then? You decide how much support you want.

All packages are optional, cancellable monthly and build on the setup.

Review

A pair of outside eyes.

CHF 100/ month

I regularly look at your project and tell you where to keep a close eye. Advisory, honest, to the point.

  • 30-minute call per month
  • Code review by me as preparation
  • Check: are updates and security current?
  • A concrete list: what to improve, what to watch
Choose Review
Popular

Co-Pilot

I actively work with you.

CHF 250/ month

Not just advice, hands on: we work on the code together so quality, architecture and security stay at a professional level.

  • 60-minute call per month
  • Hands-on work on the code, together
  • Architecture, security & scalability
  • Cost check for hosting and AI
  • Everything in Review included
Choose Co-Pilot

Sparring partner

I'm on board for good.

On request

For projects that grow: I support you continuously as a technical sparring partner, almost like a fractional CTO.

  • Regular calls as needed
  • Building bigger features together
  • Priority answers
  • Support up to launch and beyond
Book a call

Cancel monthly, switch any time. No small print.

Customer journey

From idea to your own software. In weeks, not months.

Pragmatic and fast: this is what the path typically looks like.

  1. 1

    Day 0

    Request

    Fill in the form or message me on LinkedIn. A few sentences about what you want to build are enough.

  2. 2

    As soon as possible

    Setup session

    We set everything up together. At the end your first mini feature runs with login, database and pipeline.

  3. 3

    Week 1

    You build

    You build your first real features with AI. The guardrails catch mistakes before they hurt.

  4. 4

    Month 1

    First review

    With a package we look at it together: what works well, where should you sharpen things?

  5. 5

    Month 3

    Live & secure

    Your tool runs, is backed up and up to date. And you understand how it works.

Example scenarios

What this could look like for you.

Illustrative examples of how the setup is typically used. Not real client cases.

m

The property manager

Small property management firm

Before

Properties, tenants and contracts in Excel and binders. Industry software would be expensive and only half fit.

After

Her own tool: add properties, link tenants and documents, secure login for the team, daily backups. Exactly the way she works.

Setup + Review

c

The carpenter

Craft business with 8 employees

Before

Reports on paper, quotes in Word, and typing everything up again in the evening.

After

A web app for the phone: reports right on site, quotes in one click. Built by the boss himself, with AI.

Setup + Co-Pilot

p

The club president

Sports club, volunteer

Before

The member list travels back and forth by email, data protection is a matter of luck.

After

A small member database with protected access and data in Switzerland. Built over two weekends.

Setup only

I want that too

Background

From the electronics workbench to banking IT.

I learned technology from the ground up and then built and ran software where mistakes aren't an option. I bring those standards to your project, translated into language you understand.

  1. Software engineer

    Zürcher Kantonalbank

    Software for one of the largest banks in Switzerland, with reviews, tests and security at the highest level.

  2. Software engineer

    Adnovum

    Software development at a Swiss software company.

  3. IT engineering

    Skyguide

    IT in air traffic control, where systems simply must not fail.

  4. The foundation

    Electronics apprenticeship

    Understanding technology from the ground up, from the circuit to the whole system.

a.

I use AI myself every day

I build with Claude Code and similar tools. You don't get theory from blog posts, you get what works in real projects.

b.

Technically sound, clearly explained

Technical enough to last. Clear enough that you can keep building your tool yourself.

c.

Pragmatic, not perfect

No 80-page concepts. I tell you clearly what matters and what you can safely ignore.

In the ring myself

Not just a consultant. Right in the middle of it.

I'm part of Gnocchi & Friends. There I see every day what a small business really needs, and that hands-on experience is exactly what I bring to your projects.

Visit Gnocchi & Friends
Part of the teamGnocchi& Friends

FAQ

Good questions. Honest answers.

Is vibe coding really the right path for me?

If you want a tool for yourself or your team and you're up for getting hands-on: yes. In the free intro call I'll tell you honestly whether your plan fits or whether off-the-shelf software makes more sense.

Do I need to know how to code?

No, although basics help. The AI writes most of the code. The setup keeps it clean and secure, and I show you what to watch out for.

What's included in the CHF 390?

The personal setup session and the complete setup: Claude Code with project rules, project template, secure login with MFA, database with backups, automatic updates, tests and pipeline, hosting and guides. Plus 14 days of follow-up questions. One-time, no subscription.

Where is my data stored?

That's your call. If the data should stay in Switzerland, we use Infomaniak or Azure Switzerland. Backups are set up from the start.

Who takes care of updates and security?

The setup checks dependencies automatically and proposes updates. With a package I also look at it regularly so you stay safe.

What ongoing costs should I expect?

AI tools like Claude come with their own subscription depending on usage, typically from around CHF 20 a month. We keep hosting as cheap as possible, often free to start. The packages are optional.

Can I cancel or switch a package any time?

Yes. Packages can be cancelled monthly, and you can move up or down whenever you like.

Contact

Up for your own system?

Pragmatic and fast: tell me via the form or directly on LinkedIn what you want to build. I'll get back to you, and we'll do the setup as soon as possible.

  1. 1Send a request
  2. 2Quick chat
  3. 3Setup session, as soon as possible
Message me on LinkedInThe fastest way to reach me is LinkedIn.

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