Your AI Build Map
Real software, built by steering the AI
Pro Vibe Coding
I build real apps (Next.js, backend, deploy) by guiding the AI instead of letting it drive: prompts that hold, code you understand, tests, security, shipping. Also what I teach.
Agents with one clear job that keep running
AI Agents
I build agents with a clear job, typed tools, deliberate memory, scoped permissions, human approval, deployed on a VPS and kept running: cost, latency, security.
A fast site you own instead of monthly apps
Sites & Shopify Exit
For shop owners in France and Algeria: a fast Next.js site you own instead of a stack of monthly apps, SEO foundations, and automation for support, catalogue and follow-ups.
Custom SaaS and models tuned on your data
SaaS & Fine-Tuning
Platforms like Smart Menu, my SaaS real restaurants use daily: web, mobile, agents, hosting, monitoring. Plus open-source models (Qwen, DeepSeek) tuned on your data.
The Things I Build
AI Agents
Agent Design & Mission Scope
Typed Tools & Integrations
Memory & Scoped Permissions
Security & Human Approval
VPS Deployment, Cost & Latency
Vibe Coding & AI Engineering
Next.js Apps & Backends
Guiding The AI, Not Following
Prompts That Truly Hold
Code You Actually Understand
Tests & Security Reviews
Deploy, Domains & Monitoring
Sites, SEO & Automation
Fast Next.js Sites You Own
Leave Shopify & Its Apps
SEO Foundations & Content
Catalogue & Payments
Support & Follow-Up Agents
Platforms & SaaS
Your SaaS, Like Smart Menu
Web & Mobile Apps
Built-In AI Agents
Hosting & Monitoring
Fine-Tuning Qwen & DeepSeek
Trainings & Coaching
Build Your First Agent
AI Engineering & Vibe Coding
1:1 Coaching, Your Path Online
Live Groups Of 8 To 10 Seats
Free First Call, 20 Minutes