Always keep at least two backups (local + external drive).
BMWAI Coder 4.6 now strictly enforces a sandbox.json policy. The AI cannot execute destructive shell commands (rm -rf, sudo, chmod 777) unless explicitly whitelisted by the user via a new --allow-destructive runtime flag. bmwaicoder 4.6
Data privacy remains a massive hurdle for AI coding tools. BMWAICoder 4.6 ships with quantized versions of CodeQwen-1.5-32B and StarCoder2-15B optimized for consumer GPUs (8GB VRAM minimum). The offline mode matches 95% of the performance of the cloud-based "Turbo" model, a feat achieved through speculative decoding and activation sharing. For USB CAN adapters (K+DCAN):