FRAME · CHECK · SHIP
Offer

YOU KEEP
THE SPEED OF AI.

I bring a developer's judgment. Build With Me: I train you, then you continue on your own. Done For You: I take care of everything. I validate and I supervise.

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Checked architectureYour AI toolsProduction release
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The situation

AN APP
COMMITS YOU.

Moving fast with AI does not remove your responsibility. The wrong tool, code you can no longer hold, a payment or data set up badly: a published application commits your customers, their money and your name.

01

The wrong tool

Lovable, Cursor, Claude Code or Codex are not for the same moment. The wrong choice shows up in the code.

02

Code you cannot hold

The application moves forward, but you can no longer explain what it does or change it without breaking everything.

03

Money connected too early

A payment collected without a reliable order, a refund or a record.

04

Data left open

Accounts, documents, history: once live, "I don't know who can access this" does not hold.

05

Continuing alone too long

The project becomes too heavy. That is the moment to be trained, or to let me take care of everything.

Two offers

GUIDE
OR BUILD.

Start with Build With Me: you build, I guide. A full build stays available later, if you choose it.

Who it is for

You are building with Lovable, Cursor, Claude Code or Bolt, and you want to stay in charge.

Build With Me

What you get

I teach you how to get the most out of your tools, until you can work on your own. I stay on as a supervisor: the aim is that you no longer need me, except when you run into a problem.

  • Learn to use your tools and spot the risks.
  • Check the architecture, the code and how well it can evolve.
  • Set boundaries for authentication, permissions, data and APIs.
  • Put the useful guardrails in place: backups, tests, deployment and recovery.
  • Prepare production before the first users arrive.

What makes it distinct

You keep the speed of AI. I bring a developer's judgment, for much less than a full-time hire. AI executes. It does not understand the risks.

Who it is for

You do not want to build it yourself. You want to hand over the project, from the need through to launch.

Done For You

What you get

I take care of everything: the product, the code, the tools and the release. You do not have to run the IDE or decide the architecture.

  • I take care of the product, the code and the release.
  • You do not have to configure the tools.
  • I start from the need, or I take over a project already started.
  • Interface, data, accounts and payments: I handle them.
  • You review the steps. You do not have to write the code.
  • You receive a reliable application without having to build it.

What makes it distinct

You hand it over, and I carry the project through. Even if AI already wrote part of it, you do not have to take it back alone.

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How it works

A FRAME
BEFORE THE CODE.

01
DiagnosisWe look at where the project stands, what holds and what could become expensive.
✓
02
FramingWe set the architecture, the priorities and the working mode: guidance or full delivery.
✓
03
Review or buildI review your progress, or I build the parts you hand over.
✓
04
ReleaseWe prepare backups, deployment and recovery before opening the product.
✓
Why me

A REAL DEVELOPER
WITH EXPERIENCE.

I am a Software Engineer in Marseille. I master both the code and the AI tools: which one to use, how to set it up, and when not to trust it. CDA diploma, IBM certifications in agentic AI.

01
The code and the AI tools

IDE, Cursor, Claude Code, Codex: I use them to build, and I show you which to choose for the project.

02
I read what the AI writes

The tool speeds things up. I judge the architecture, the data, the payments and what will break later.

03
Already in production

Applications people use every day, from the interface to accounts, data and Stripe. Not demonstrations.

04
Nothing ships without a check

I challenge what the tool proposes. Nothing reaches production without a human review.

Selected work

PRODUCTS
ALREADY IN USE.

GlycoWatch

Glucose-monitoring SaaS in production: authentication, reports and an AI assistant grounded in user history. Hundreds of people use it every day.

View the project

LGA

Business commerce platform with catalog, orders, quotes, user accounts and Stripe payments.

View the project

Provence Tech

Full rebuild and technical SEO. The business now ranks at the top of local results for its target query in La Seyne-sur-Mer, without paid ads.

View the project
Common questions

Before you book.

Does this work if I am not a developer?

Yes. The conversation is meant for a founder building with AI who needs technical judgment in plain language.

Can I keep Lovable, Cursor or Claude Code?

Yes. Your tools stay yours. My role is to check what they produce and the decisions they suggest.

Can I bring a project that has already started?

Yes. The diagnosis shows what can stay and what needs to be reworked before going further.

Can I ask you to build it later?

Yes, if you want to. Guidance does not force you to delegate, and handing over the build does not discard the work already done.

Discuss the project

A CONVERSATION
TO SEE CLEARLY.

Bring the state of the project, the tools you use and what worries you. We will see whether to guide, take over or build.

Book a conversation ↗