Searching protocol for "failure modes"
Anticipate failures, design robust defenses.
Identify failure modes before building.
Turn failure modes into observable competencies.
Avoid failure by design.
Learn from failures, prevent repetition.
Think backward to prevent failure.
Document failure modes to avoid.
Document code with invariants and tradeoffs.
Diagnose and fix model qualification gateway failures.
Identify and mitigate system failures.
Design by preventing failure.
Find system limits, validate resilience fast.