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.
Details
- External ID
- 1380116460
- Source
- GITHUB
- Company
- —
- Product
- agent-jev
- Website domain
- github.com
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 303
- Upvotes percentile
- 0.9772610812195747
- Tags
- —
- Fetched at
- Sept. 25, 2026, 5:02 p.m.
- Updated at
- Sept. 25, 2026, 5:02 p.m.
Enrichment
- Theme
- local AI inference and runtimes
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- fast decision model for ai agents
- Manually corrected
- False
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 — 498 launches clear the similarity bar, closest 8 shown.
Attention rank: #31 of 499 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 321 days after the earliest competitor.
- Jev AI — Jev Model Online · ph · 2026-09-22 · 1 upvotes · similarity 0.64
- Jev · ph · 2026-09-21 · 281 upvotes · similarity 0.60
- jevwire · github · 2026-09-17 · 15 upvotes · similarity 0.59
- Jev by Typesafe · ph · 2026-09-18 · 10 upvotes · similarity 0.57
- Jev API · ph · 2026-09-22 · 4 upvotes · similarity 0.57
- awesome-jev · github · 2026-09-18 · 106 upvotes · similarity 0.56
- jot · github · 2026-09-18 · 19 upvotes · similarity 0.56
- jev-style · github · 2026-09-25 · 9 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.