Field notes and technical views on safety-critical engineering

The hard part of certification is not producing better documents. It is keeping the engineering argument clear enough to be inspected, challenged, and defended.

AI can help safety-critical teams find drift, assemble evidence, and draft changes, but the accepted engineering record must remain controlled by reviewable decisions.

Engineering artifacts are partial projections of the system. A control structure gives teams a disciplined way to reason from those projections toward the system, its specs, and questions they might not otherwise think to ask.