01.1
Autonomous Software Systems
Agentic workflows, engineering automation, tool orchestration, persistent workspaces and verifiable execution paths.
Independent engineering studio / Lille, France
Engineering systems beyond the interface.
Secure Lille is an independent technology practice focused on applied AI, autonomous software, cloud engineering, security and experimental systems. From research prototypes to production infrastructure, the work is built around one principle: make complex systems operational, verifiable and durable.
SL / SYSTEMS PRACTICE / 2026
Research → Build → Verify
Quiet interfaces.
Serious infrastructure.
Autonomous systems under control.
Origin
Lille / FR
Focus
Applied AI
Mode
R&D / Product
01 / Practice
A small technical surface with a wide operational range.
Secure Lille brings together software engineering, applied AI, Linux systems, cloud delivery, offensive-security culture and Web3 experimentation. The objective is not to collect technologies, but to connect them into working systems with clear evidence, controlled access and production awareness.
01.2
Cloud & Linux Engineering
Linux environments, deployment workflows, GitHub delivery, infrastructure operations and controlled SSH-oriented production paths.
01.3
Applied AI & Vision
AI-assisted products, computer vision, model integration, multimodal workflows and production-oriented experimentation.
01.4
Security & Web3
Security-minded architecture, blockchain interfaces, smart-contract experimentation and systems designed with adversarial thinking.
02 / Flagship
Building the software engineering agent I wanted to use.
Created by Secure Lille
SOF-iA.io
Autonomous software and cloud engineering platform.
SOF-iA connects natural-language engineering with a real execution environment: software creation, code reasoning, GitHub workflows, persistent Ubuntu workspaces, preview, research and controlled infrastructure delivery from one product surface.
The platform is designed around a simple operating model: idea → prompt → create → preview → iterate → publish → deploy. It is not positioned as a generic chatbot. It is being built as an engineering system with execution, state, verification and deployment as first-class concerns.
03 / Selected Work
Selected experiments, products and engineering directions.
Public work ranges from Web3 interfaces and intelligence tooling to computer vision, embedded hardware and production web systems.
Systems / Intelligence
Royal Digital Intelligence Platform
AI-assisted monitoring and misinformation-analysis architecture combining multi-source collection, multilingual analysis and operational dashboards.
Web3 / Protocol
IFRIT Protocol
Experimental DeFi interface and protocol work focused on secure transaction flows, wallet integration and production-minded frontend architecture.
Embedded / RF
ESP32 & Wireless R&D
Embedded systems, Wi-Fi experimentation, SDR-oriented research and hardware projects bridging software, networking and physical devices.
Vision / AI
Computer Vision Pipelines
Object detection, image analysis and real-time vision experiments using OpenCV, YOLO and applied AI workflows.
Web / Production
Commercial Web Systems
Responsive websites, product configurators, quote workflows, deployment and operational integration for real commercial use.
Security / Engineering
Offensive-Security Culture
Linux-first experimentation, application-security thinking, controlled lab work and defensive lessons carried into product engineering.
04 / Contact
Work quietly. Build seriously. Publish only what matters.
Engineering, product and technical collaboration.
For software engineering, applied AI, autonomous systems, cloud delivery, security research or selected product collaborations.