Briefing
Adsum chose a bug that reading the code alone cannot solve, and gave Claude Code explicit step-by-step instructions on top of Nordic's MCP knowledge base. In the 12-minute video, Claude Code falls back to the source it can read and spends tokens in cycles. IoT Coder captures live logs from both boards before it proposes anything.
Adsum makes IoT Coder, so this is a vendor comparing its own product with Claude Code. The video compares approach rather than finishing the fix; Adsum says the bug takes about 5 flashes to close and documents full runs in an open benchmark.
Written by the Boards & Bots curator
“a general agent debugs the code it can read and ignores the hardware it can't.”