laya-mps
Run Jev-style typed decisions locally on your Mac with low RAM usage and fast responses
Details
- External ID
- 1379229326
- Source
- GITHUB
- Company
- —
- Product
- laya-rs
- Website domain
- github.com
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 22
- Upvotes percentile
- 0.6369459390212657
- Tags
- ai, apple-silicon, decision-model, jev, laya, local-ai, local-llm, python, pytorch
- Fetched at
- Sept. 25, 2026, 5:02 p.m.
- Updated at
- Sept. 25, 2026, 5:02 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- local decision engine for mac developers
- Manually corrected
- False
Could you build this?
Partial Creating a local runner with an API wrapper is vibe-codeable, but running low-RAM, high-performance typed decision models locally on Apple Silicon requires Metal/MPS optimization and ML systems tuning.
What it would actually take: The project requires an Apple Silicon execution runtime leveraging Metal Performance Shaders (MPS) or MLX/llama.cpp-style quantization and memory-mapped model weights. The tricky part is optimizing memory footprint while maintaining fast inference latency and strictly enforcing schema/typed outputs via grammars (e.g., GBNF or outlines). It requires engineers familiar with local LLM runtimes, Metal compute kernels, and structured generation engines.
Competitors
Other products that read as similar to this one — 1235 launches clear the similarity bar, closest 8 shown.
Attention rank: #514 of 1236 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- keel · github · 2026-09-22 · 270 upvotes · similarity 0.65
- awesome-jev · github · 2026-09-18 · 75 upvotes · similarity 0.63
- laya-coreml · github · 2026-09-19 · 1381 upvotes · similarity 0.62
- rizzo-flow · github · 2026-09-21 · 455 upvotes · similarity 0.62
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.61
- jevcache · github · 2026-09-18 · 71 upvotes · similarity 0.59
- jevmlx · github · 2026-09-17 · 54 upvotes · similarity 0.58
- systemANE · github · 2026-09-20 · 14 upvotes · similarity 0.58
Other launches for this product
Same idea, different domain
Nobody's really built a dev tools tool for Sales yet.