Subject: [CaelusOS] Collaboration Inquiry: AI-Native GCC for RISC-V

mengmingxin meng QilinOS2026@outlook.com
Sun Sep 6 06:33:09 GMT 2026


Dear GCC Development Team,

We are Reverse Chill Studio, a team of student developers (middle school, high school, and university students) working on CaelusOS ― a lightweight, AI-native operating system built for RISC-V architecture from scratch.

Our kernel is already functional with:
- Custom file system (VFS + FAT32/ext2)
- Network stack (TCP/IP, DHCP, DNS)
- Security modules (BLP/Biba/behavior analysis/honeypot)
- Pixel-style platformer game (running on bare metal)

We are now exploring a vision: **"AI-Native Programming Languages"** ― where the compiler itself understands natural language, assists with code generation, and embeds lightweight AI inference for debugging and optimization.

We believe GCC is the foundational compiler for this direction. CaelusOS provides a clean-slate platform without legacy constraints, making it an ideal testbed for this vision.

We would like to discuss potential collaboration in:
1. Embedding a lightweight AI runtime into GCC
2. Optimizing GCC for RISC-V architecture
3. Enabling natural language code assistance within the compiler
4. Co-developing educational materials for student developers

We would be honored to host the GCC logo on our official website as a recognized technology partner.

We look forward to your response.

Sincerely,
The Reverse Chill Studio Team
CaelusOS Project


More information about the Gcc mailing list