FluidUse
Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API
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GITHUB · launched Sep 21, 2026 · 160 upvotes (top 5%) · 0 views
Niche: computer and browser automation agents · 127 launches, 0 in the last 7 days ▼ -100% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Prosumer
- AI-native
- Commercial product
- accessibility-api
- apple-silicon
- computer-use
- coreml
- decision-model
- macos
- +3 more
Visit website ↗ Source listing ↗
More like this: all 127 launches in computer and browser automation agents →
Could you build this?
Partial While wrapping the macOS Accessibility API is manageable, creating and running an accurate, low-latency on-device vision/form-filling model requires specialized model optimization and fine-tuning.
What it would actually take: A functional version requires Swift or Objective-C to interface with macOS AXUIElement APIs for inspection and synthetic event delivery. The hard part is fine-tuning and quantizing a specialized vision-language/computer-use model (like CUA-S1) to run locally on Apple Silicon via MLX or llama.cpp with low enough latency and high spatial grounding accuracy to reliably fill arbitrary form fields.
Competitors
Other products that read as similar to this one : 2291 launches clear the similarity bar, closest 8 shown.
Attention rank: #147 of 2292 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- Qwen Scribe · hn · 2026-07-29 · 97 upvotes · similarity 0.60
- MetalNX · github · 2026-10-27 · 76 upvotes · similarity 0.59
- Kekoso · hn · 2026-09-02 · 8 upvotes · similarity 0.58
- Mirra · github · 2026-11-08 · 37 upvotes · similarity 0.58
- GhostVM · hn · 2026-03-16 · 7 upvotes · similarity 0.58
- emu · github · 2026-09-25 · 34 upvotes · similarity 0.57
- foldelight · github · 2026-09-11 · 22 upvotes · similarity 0.57
- MacBook-Duo · github · 2026-09-11 · 127 upvotes · similarity 0.56
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.