von
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
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GITHUB · launched Sep 18, 2026 · 455 upvotes (top 2%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
- decision-model
- jev
- machine-learning
- python
- rlcd
- system-one
- +1 more
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
No Developing a custom non-autoregressive decision model operating at sub-15ms latency requires specialized ML architecture design, training pipelines, and custom low-latency inference runtimes.
What it would actually take: This system requires designing and training a dedicated non-autoregressive neural network architecture (e.g., feed-forward or BERT-style classification/routing head) on proprietary decision-making trajectories. Inference must be compiled to C++/ONNX/TensorRT or CoreML to achieve guaranteed sub-15ms execution. The project demands deep machine learning research, custom dataset curation, and systems optimization expertise.
Competitors
Other products that read as similar to this one : 3572 launches clear the similarity bar, closest 8 shown.
Attention rank: #61 of 3573 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 324 days after the earliest competitor.
- lev · github · 2026-09-25 · 14 upvotes · similarity 0.77
- Verdict-open-jev · github · 2026-09-17 · 63 upvotes · similarity 0.71
- openjev · github · 2026-09-18 · 306 upvotes · similarity 0.71
- jev_nx · github · 2026-09-21 · 8 upvotes · similarity 0.70
- Gutsy, a 0.8B Jev-compatible decision model that runs on your CPU · hn · 2026-10-01 · 9 upvotes · similarity 0.70
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.69
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.69
- open-alternative-jev · github · 2026-09-18 · 50 upvotes · similarity 0.69
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.