jiffy
Experimental typed decisions over documents and images with DiffusionGemma. Jev-style API, isolated question branches, Apache-2.0.
Details
- External ID
- 1379852457
- Source
- GITHUB
- Company
- —
- Product
- jiffy
- Website domain
- github.com
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 9
- Upvotes percentile
- 0.21822956699974377
- Tags
- —
- Fetched at
- Sept. 25, 2026, 1:03 a.m.
- Updated at
- Sept. 25, 2026, 1:03 a.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
- typed decision api over documents and images
- Manually corrected
- False
Could you build this?
Partial While wrapping diffusion/Gemma models into a structured API is feasible, building a robust decision-graph execution engine over multi-modal inputs requires non-trivial prompt engineering, token constraint management, and typed validation.
What it would actually take: Requires an architecture integrating diffusion/multimodal models (like PaliGemma or custom Diffusion-Gemma pipelines) with a typed validation engine (such as Pydantic/Instructor). The challenging part is deterministic state-branching over ambiguous visual inputs while maintaining strict schema conformity. An engineer with ML inference pipeline experience and AST/graph execution design is needed.
Competitors
Other products that read as similar to this one — 1142 launches clear the similarity bar, closest 8 shown.
Attention rank: #854 of 1143 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 326 days after the earliest competitor.
- awesome-jev · github · 2026-09-17 · 895 upvotes · similarity 0.61
- djev · github · 2026-09-21 · 84 upvotes · similarity 0.61
- openjev · github · 2026-09-16 · 19 upvotes · similarity 0.60
- open-jev · github · 2026-09-16 · 19 upvotes · similarity 0.60
- reflex · github · 2026-09-17 · 101 upvotes · similarity 0.60
- jevcore · github · 2026-09-20 · 20 upvotes · similarity 0.60
- laya-vision · github · 2026-09-19 · 38 upvotes · similarity 0.60
- djev-dev · github · 2026-09-19 · 142 upvotes · similarity 0.59
Other launches for this product
- No other launches for this product.
Same idea, different domain
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