Full-Stack Dev & AI Integration | GEO Optimization | We ship deployable, operable software.
We are a small R&D-driven software engineering team based in Beijing, China — not a freelancer marketplace, but a real engineering outfit with a registered corporate entity.
What we actually do:
- Build full-stack web platforms (Astro / Next.js / Node.js / TypeScript / Python)
- Integrate LLM APIs into production systems (OpenAI / Anthropic / multi-provider gateways)
- Deploy and maintain cloud infrastructure (Docker / Nginx / CI/CD / SSL)
- Optimize websites for both search engines and AI engines (GEO/SEO)
We don't take work we can't deliver. Every project ships with code, deployment scripts, and an ops manual. Source code and IP transfer to the client on acceptance. Contracts and invoices supported.
Our own site (98 pages, bilingual, built with Astro) is live at aigcharness.com — you can see our work and 10+ case studies there.
Outside of work: we read a lot of engineering blogs, contribute to a few open-source tools, and sometimes write about architecture decisions on our blog.
Work Terms
Payment: SafePay preferred. Invoice supported via registered corporate entity. Communication: Guru chat for initial discussion, then email or WeChat for active projects. Delivery: Code + deployment scripts + ops manual. Source code and IP transfer to client on acceptance.