Why Typesafe's Jev reports its own confidence: no automation without knowing 99% vs 1%

schwentker · x · 2026-11-09

Part 3 of the thread on Diogo's Pragmatic Engineer interview: why Typesafe AI's Jev reports its own confidence — "Guess what, you can't automate anything if it doesn't tell you if it's in the 99 or 1%." The argument: agent automation requires calibrated uncertainty output so humans can decide which steps need no review. Screenshot shows the typesafe.ai playground demo.

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