Concepts
The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types
Rule
Three verification layers
Design verification as three independent layers—continuous signals (daily metrics), periodic samples (weekly/monthly spot-checks), and infrequent structural audits (quarterly full reviews)—with each layer optimized for different failure detection at different resource costs.
1 lessonverificationmonitoringlayered-defense
Rule
Layer multiple commitment mechanisms for high-failure…
For recurring commitments with documented histories of failure, install multiple reinforcing commitment layers (pre-commitment + device + public accountability + implementation intention) rather than relying on any single mechanism, because commitment failures typically result from alignment of multiple weaknesses not single-point vulnerabilities.
1 lessoncommitment-architecturelayered-defensefailure-prevention