Tools
System decomposition simulator
Pick a field scenario — denied access, write-capable agents, or executive scope creep. Navigate the tradeoffs, then compare your path to field-grade judgment.
Scenario
Pragmatism
5 / 10
Systems depth
5 / 10
Client trust
5 / 10
Feedback loop quality
5 / 10
Day −2 · Access denied
You are 48 hours from a customer milestone demo. IT denies production database access “until security review finishes.” Legacy ETL dumps unstructured CSVs with corrupt fields into a staging bucket you can read. The champion wants the original KPI live on stage.