Portability
2 articles
Articles
21 August 2026
OpenAI Compatible APIs: What Breaks When Switching Models
Switching inference endpoints is a one-line code change, but prompt behavior rarely transfers perfectly
25 August 2026
Porting Fine-Tunes and LoRA Adapters Between Providers
The true value of your fine-tune is the knowledge embedded in its weights. By extracting your LoRA adapters as portable artefacts and avoiding proprietary serving layers, you can freely migrate your custom models across any infrastructure without vendor lock-in.