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.
An engineer says "help me debug why my STM32 is crashing in the SPI interrupt handler" and Claude creates a debug session, reads fault registers, decodes them via SVD bitfields, traces the stack, ...
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