Frequently asked questions
AI-assisted development, audits, quotes, collaboration: here is the essence of what I am asked most often.
AI-assisted development
I use AI tools (Claude Code, Cursor, GPT 5.5, n8n…) to speed up design, development and testing, while keeping technical control end to end. Result: shorter timelines and code that is reviewed, structured and maintainable — AI is a productivity lever, not an autopilot.
Brochure sites, websites, business web applications (management, tracking, client areas), redesigns and takeovers of existing projects. The main stack is Laravel, React/Inertia and TailwindCSS, hosted on modern platforms (Vercel, Supabase, VPS).
Yes. On delivery and full payment, you get the entire source code and access. No proprietary lock-in: you remain free to evolve your project with whoever you want.
AI site & app audits
AI generators produce quickly, but often let security flaws, duplicated code, performance, accessibility or SEO issues through. The audit identifies these blind spots and gives you a clear, prioritized action plan.
A structured review: security, code quality, performance, SEO, accessibility and user experience. Each point comes with a severity level and concrete recommendations — usable whether you fix it yourself or you ask me to continue.
A public URL is enough for a first-level audit. To go further (code review, database, hosting), read access is useful: you specify in the form what you can provide, and we adapt.
Quotes & pricing
In a few steps, you describe your project: type, features, design, content, constraints and timeline. These answers form a first version of the spec and let me come back with a realistic estimate, with no commitment.
No. The online request starts the discussion: it gives me a range of workload and budget. The firm quote is issued after a conversation to validate the exact scope together.
Based on a daily rate and an estimate of workload (in days) per feature. The clearer your project is up front, the more precise the estimate. The detail is explained when the formal quote is issued.
Collaboration & follow-up
Scoping and validation of the perimeter, iterative development with regular check-ins, acceptance testing, then go-live and handover of access. You keep visibility at every step.
Yes. Fixes, evolutions, version upgrades: we can agree on ad-hoc or recurring follow-up depending on your needs.
Usually within 48 business hours after receiving your quote, audit or contact request.
Can't find your answer?
Describe your need: I will get back to you quickly with an estimate or the next steps.