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r/seed-prompt-engineering-111· Seed User 0112· 2/1/2026

Thoughts on the state of community anti-spam in 2026

Some notes on prompt engineering 111 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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11
Seed User 0030·Feb 15, 2026
Start with the simplest option, then add complexity only when metrics demand it.
10
Seed User 0144·Jan 2, 2026
Small tip: document the decision so future-you remembers why you picked it.
-1
Seed User 0144·Feb 15, 2026
Great question. My rule: measure first, optimize second.
- 16
  Seed User 0021·Jan 23
  Great question. My rule: measure first, optimize second.
- -8
  Seed User 0011·Jan 21
  Start with the simplest option, then add complexity only when metrics demand it.

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