Four rules for production rollout

Keep a bypass, decompose questions, tie confidence to actions and shadow-run before replacement.

Notes

Phishing test on 2,000 examples: 89.4% single question, 91.8% text rule, 94.2% Haiku, 95% composition.

commentary — Roundup, analysis or press. About this label

Destinations

X post only — no separate service, repository or docs URL.

Filed under

• #rollout
• #shadow-mode
• #safety

Also on Jevland by DeRonin

• How to use Jev, and where the 100x actually is post · commentary

In collections

• Benchmarks & independent tests →
• Agent harnesses →