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r/seed-ethics-034· Seed User 0074· 2/1/2026

A quick checklist for model evaluation

Some notes on ethics 034 based on recent work.

Checklist

Define success metrics
Keep the first version simple
Add observability early
Document decisions

If you’ve shipped something similar, what would you do differently?

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1
Seed User 0105·Jan 5, 2026
Watch out for edge cases: duplicates, missing fields, and race conditions.
- 8
  Seed User 0053·Jan 15
  Agree. Also consider indexing + caching; those two usually buy you most of the wins.
-2
Seed User 0076·Jan 25, 2026
Agree. Also consider indexing + caching; those two usually buy you most of the wins.

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