jev-style
Small, calibrated decision models on your own machine: systemone-compatible local server, 6 agent skills, Claude Code guard, MCP tools. Weights on Hugging Face.
Details
- External ID
- 1387781216
- Source
- GITHUB
- Company
- —
- Product
- jev-style
- Website domain
- jevstyle.com
- Launched
- Sept. 25, 2026
- Cohort
- —
- Upvotes
- 9
- Upvotes percentile
- 0.21822956699974377
- Tags
- agent-skills, calibration, claude-code, decision-model, gguf, guardrails, jev, llm-routing, local-llm, mcp, mlx, qwen3
- Fetched at
- Sept. 29, 2026, 1:02 a.m.
- Updated at
- Sept. 29, 2026, 1:02 a.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- local decision models and agent tooling server
- Manually corrected
- False
Could you build this?
Partial While the local HTTP/MCP server and agent tooling glue code are straightforward to vibe-code, training, fine-tuning, and calibrating custom small decision models published to Hugging Face requires specialized ML training pipelines and curated datasets.
What it would actually take: The system combines a local inference runtime (like llama.cpp or PyTorch/ONNX server) wrapping MCP endpoints with trained model weights. The primary bottleneck is curating domain-specific decision datasets, fine-tuning SLMs (1B-3B parameters), and performing probability calibration (e.g., temperature scaling/Platt scaling) to output reliable confidence scores. It requires an ML engineer with experience in LLM distillation and evaluation benchmarking.
Competitors
Other products that read as similar to this one — 312 launches clear the similarity bar, closest 8 shown.
Attention rank: #287 of 313 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 197 days after the earliest competitor.
- jevwire · github · 2026-09-17 · 15 upvotes · similarity 0.59
- Jev AI — Jev Model Online · ph · 2026-09-22 · 1 upvotes · similarity 0.56
- hermes-jev-skills · github · 2026-09-18 · 468 upvotes · similarity 0.56
- agent-jev · github · 2026-09-21 · 303 upvotes · similarity 0.55
- jev-mcp · github · 2026-09-16 · 14 upvotes · similarity 0.55
- open-alternative-jev · github · 2026-09-18 · 50 upvotes · similarity 0.54
- jev-review · github · 2026-09-17 · 193 upvotes · similarity 0.53
- awesome-jev · github · 2026-09-18 · 106 upvotes · similarity 0.52
Other launches for this product
- No other launches for this product.
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