Performance and Scaling

Performance advice is only useful when it points to the real owner of the bottleneck.

Operating Rules

• optimize only when planning or repository cost is actually limiting work
• do not hide lab-state transitions behind clever fast paths
• shared or runtime-level bottlenecks belong with their real owner

First Proof Check

• src/bijux_proteomics_lab/planning.py and outcomes.py
• src/bijux_proteomics_lab/repositories.py and serialization.py
• packages/bijux-proteomics-lab/tests