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Architect systems with confidence.
Map architecture and dependencies in a codebase.
Document codebases into precise technical maps.
Map domains and define bounded contexts.
Map workflows to affordance tables.
Visualize complex systems and relationships.
Map system relationships and feedback loops.
Map and refactor agent ecosystems.
Ground AI in project truth.
Build audit context rapidly.
Turn code study guides into interactive web apps.
Weekly review that compounds productivity gains.