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What's the difference?

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All stages · Demo 49

Redact tape

Regex proposes candidate spans. One Noul per span. Code paints the blackout. Jev never invents a mask.

NoulSensitive-data redaction

A dossier with magenta tape. Only the spans that clear the line disappear.

replayspans —masked —

candidates from regex · Noul is PII?

assembled in code

STANDBY

All 4056 stages

Educational stage on jev.page — not the official TypeSafe console. Live calls go to POST https://api.typesafe.ai/v1/systemone from your browser when you paste a key. Without a key, the stage plays a recorded decision shaped like jev-1.13.0. Jev does not write the UI copy.