Make scenario operations: how to cut waste

Operation growth in Make is rarely a single bug. It usually comes from small design decisions that compound.

Focus on three areas:

Branching discipline

Routers are powerful but easy to overuse. Split only when outcomes are truly different, not when a single conditional mapping would do.

Early filtering

Apply filters before heavy modules. Every late filter means you've already paid for operations that may be discarded.

Reuse and consolidation

If the same transform appears in multiple paths, centralize it once and pass structured outputs downstream.

Then audit weekly:

• Top operation-heavy paths
• API-heavy modules
• AI-heavy modules
• Scenarios with the largest month-over-month growth

You do not need perfect architecture up front. You need regular pruning so complexity never gets out of hand.