{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "mizorewww/laya-mlx",
 "name": "laya-mlx",
 "owner": "mizorewww",
 "slug": "mizorewww-laya-mlx",
 "github": "https://github.com/mizorewww/laya-mlx",
 "what": "laya-mlx is a Python runtime that runs Laya typed decision models natively on Apple Silicon using MLX, with no text generation, PyTorch or cloud API.",
 "why": "",
 "language": "Python",
 "requirements": [
  "An Apple Silicon Mac running macOS 14 or later",
  "Python 3.11 or later",
  "Internet access for the first checkpoint download, after which inference is fully local"
 ],
 "audience_note": "Python developers on Apple Silicon Macs who want local typed choice, score and yes/no decisions without a cloud API.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/mizorewww-laya-mlx/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "mizorewww-laya-mlx--route-support-tickets-locally",
   "title": "Route support tickets to a team on your Mac",
   "best": true,
   "url": "https://dedupedai.com/use-cases/mizorewww-laya-mlx/route-support-tickets-locally/",
   "json": "https://dedupedai.com/use-cases/u/mizorewww-laya-mlx/route-support-tickets-locally.json"
  },
  {
   "id": "mizorewww-laya-mlx--answer-several-typed-questions-per-message",
   "title": "Answer several typed questions about one message",
   "best": false,
   "url": "https://dedupedai.com/use-cases/mizorewww-laya-mlx/answer-several-typed-questions-per-message/",
   "json": "https://dedupedai.com/use-cases/u/mizorewww-laya-mlx/answer-several-typed-questions-per-message.json"
  },
  {
   "id": "mizorewww-laya-mlx--watch-local-snake-agent-decide",
   "title": "Watch a local Snake agent make live decisions",
   "best": false,
   "url": "https://dedupedai.com/use-cases/mizorewww-laya-mlx/watch-local-snake-agent-decide/",
   "json": "https://dedupedai.com/use-cases/u/mizorewww-laya-mlx/watch-local-snake-agent-decide.json"
  },
  {
   "id": "mizorewww-laya-mlx--serve-laya-over-http-for-internal-apps",
   "title": "Serve Laya over HTTP for internal apps",
   "best": false,
   "url": "https://dedupedai.com/use-cases/mizorewww-laya-mlx/serve-laya-over-http-for-internal-apps/",
   "json": "https://dedupedai.com/use-cases/u/mizorewww-laya-mlx/serve-laya-over-http-for-internal-apps.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}