According to @openclaw on X, the OpenClaw 2026.4.10 release adds an Active Memory plugin for persistent context, a local MLX Talk mode for on-device inference, a Codex app-server harness plugin for streamlined deployment, Teams pins/reactions/read actions for collaboration, and SSRF hardening plus launchd fixes for stability. As reported by the OpenClaw post, these features signal a push toward privacy-preserving local LLM workflows and enterprise readiness with improved security and team UX. According to the same source, on-device MLX Talk mode reduces latency and cloud costs while Active Memory can improve multi-turn task completion for agents, creating opportunities for edge AI assistants and regulated-industry deployments.