Debian Inference Portal

Debian has launched an Inference Portal, a self-service platform that allows Debian contributors to access large language model inference capabilities while managing API keys and monitoring budget usage. Access is restricted to Debian Developers and Debian Maintainers through Salsa login authentication. The service recently added the Scaleway Qwen 3.8-27B model and expanded documentation including DebGPT configuration guidance.