while (release_deadline) {
open_terminal('/dev/ttyUSB0');
replay(last_known_packet);
if (device_hangs) power_cycle_board();
copy_logs_into_spreadsheet();
ask_to_colleague('can you reproduce this?');
}
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Issue Statement
Firmware validation breaks down when the workflow lives in people, not in tools.
Fragile Workflow
Common patterns teams still rely on during bring-up and validation
Our Philosophy
Design constraints, not marketing adjectives
Reproducible
Scenarios, protocol steps, and evidence are stored as artifacts another engineer can run again without ceremony.
Operator-aware
Engineering debug and production QC should share primitives instead of diverging into separate toolchains.
Traceable
Every run should leave enough structure and evidence that another engineer can understand what happened without folklore.
