OpenClaw restricts Claude access for Pro/Max — migrate to Hugging Face or local open models

AI Impact Summary

OpenClaw is restricting Claude model access for Pro/Max subscribers, pushing users to switch to open-source alternatives via Hugging Face Inference Providers or a fully local Llama.cpp deployment. This changes the underlying backends for OpenClaw agents, potentially affecting latency, cost, and data locality, while offering greater privacy and control with local models. Suggested paths shown include onboarding with a Hugging Face API key and selecting hosted GLM-5, or running Qwen3.5-35B-A3B-GGUF locally with llama.cpp and a local server; note hardware guidance (32 GB RAM) and the need to configure the model ID, base URL, and API key in OpenClaw. HF PRO subscribers get credits; migration requires updating the openclaw onboard configuration.