GitHub adds Rubber Duck AI to Copilot CLI, using a second model to review code and reduce errors in complex workflows.
OpenClaw's Node for VS Code extension proved it can support a real local file-based workflow, but on Windows the experience still feels more like early infrastructure than finished tooling.
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