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OpenClaw v2026.4.12: Built-in LM Studio provider, one-click access to local large models
ME News Update, April 14 (UTC+8), Open-source AI Agent tool OpenClaw releases v2026.4.12. The focus of this version is expanding access methods for models and channels: adding a built-in provider in LM Studio to enable out-of-the-box local models; the Feishu channel now supports QR code scanning to create bots, simplifying enterprise integration.
Previously, LM Studio required users to manually configure the address and model name via a general OpenAI-compatible interface. This version upgrades it to a built-in provider, supporting automatic discovery of loaded models in LM Studio, streaming preloading, and memory search based on local embedded vectors, all ready to use after configuration.
Previously, the Feishu channel required manual creation of applications on the Feishu Open Platform and configuration of callback URLs, a lengthy process. The new version supports one-step bot creation via QR code scanning, lowering the entry barrier for enterprise users.
Other user-facing changes:
Improvements to GPT-5/5.4 runtime, splitting prompt construction and retry logic, making long-running tasks more stable
Plugin loading refactored, only activating necessary components declared in the manifest at startup, no longer loading unrelated plugins during runtime
The Active Memory plugin added in the previous version has been improved in search behavior, defaulting memory recall to search mode, enhancing cross-channel accuracy
Three security vulnerabilities have been fixed, all marked as AI-assisted discoveries: bypass of authorization checks via empty approver list, potential interpreter escape via busybox/toybox, and insufficient shell wrapper detection leading to environment variable injection. (Source: GitHub)