new openai api compatible webserver for llama-cpp-python
- /v1/responses api (w codex cli support)
- continuous batching
- structured response parsing (auto tools, reasoning)
- multimodal support (images, audio)
video: gemma 4 12b running in codex on amd ai max desktop