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- GGUF GPU: child process isolation with crash detection/restart - Event bus: versioned payload schemas for all events - Plugin sandbox: 5s handler timeout, IPC delegation for heavy ops - AI streaming: full lifecycle with requestId, cancel, heartbeat, orphan cleanup - Comment anchors: context-based positioning (not byte offsets) with re-anchor on file change - Cross-plugin: capability discovery, 30s timeout, graceful degradation - Bundle size: GPU variants as lazy downloads, not bundled by default - Command uniqueness: registry rejects duplicates at load time Amit Haridas