agent-jev
AgentJev-0.6B - a fast 'System One' decision model for AI Agents: feed it any unstructured state (diffs, traces, logs) and structured questions, get calibrated probability distributions back in one ~50ms forward pass. Zero output-token decoding.
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GITHUB · launched Sep 21, 2026 · 303 upvotes (top 2%) · 0 views
Niche: large language models · 191 launches, 4 in the last 7 days ▼ -33% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 191 launches in large language models →
Could you build this?
No Training a custom 600M-parameter non-autoregressive language/decision model with 50ms forward pass inference requires foundational ML research, curated pretraining/finetuning datasets, and compute infrastructure.
What it would actually take: A builder would need to architect a specialized transformer encoder or non-autoregressive decoder that maps unstructured text directly to softmax classification heads without token-by-token generation. The stack involves distributed PyTorch/vLLM training on hundreds of thousands of agent execution traces, followed by quantization and custom kernel optimization (e.g., TensorRT-LLM) for ultra-low latency execution. This demands core ML engineering and access to GPU training clusters.
Competitors
Other products that read as similar to this one : 1155 launches clear the similarity bar, closest 8 shown.
Attention rank: #60 of 1156 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- Jev AI — Jev Model Online · ph · 2026-09-22 · 1 upvotes · similarity 0.65
- Jev · ph · 2026-09-21 · 281 upvotes · similarity 0.62
- Jev Model · ph · 2026-10-05 · 1 upvotes · similarity 0.62
- jevwire · github · 2026-09-17 · 15 upvotes · similarity 0.61
- Jev Ultrafast Agent · ph · 2026-10-10 · 1 upvotes · similarity 0.61
- Jev by Typesafe · ph · 2026-09-18 · 10 upvotes · similarity 0.59
- Jev API · ph · 2026-09-22 · 4 upvotes · similarity 0.58
- jot · github · 2026-09-18 · 19 upvotes · similarity 0.58
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