Before you press play
What you’ll find in the video
- Jev does not generate sequential prose, instead producing single-pass typed schema outputs with confidence scores.
- TypeSafe reports vendor benchmarks showing latency around 70–500 ms and zero output token pricing due to non-autoregressive decoding.
- Multi-step tasks must be decomposed into discrete structural queries handled by conventional application code rather than prompt-based chain-of-thought.
Worth knowing
Gemini-assisted video/transcript review. All speedup (up to 193x) and cost-reduction figures are vendor-reported evals under favorable conditions rather than independently verified production benchmarks, and schema adherence guarantees type conformity rather than decision accuracy.