React-like Declarative DSL for building synthetic LLM datasets
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HN · launched Nov 3, 2025 · 10 upvotes (top 48%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Hobby / open-source project
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More like this: all 303 launches in machine learning developer tools →
Could you build this?
Partial While prompting LLMs to generate synthetic data is simple, creating a declarative React-like DSL with a custom reconciliation tree and generation graph requires specialized compiler/DSL design.
What it would actually take: The architecture requires creating a JSX/declarative AST interpreter (or custom compiler) that schedules asynchronous LLM calls as node evaluations in a dependency DAG. It also requires batching, caching, topological sort execution, and constraint validation over structured outputs (such as instructor or Zod), necessitating compiler design and distributed task pipeline experience.
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Competitors
Other products that read as similar to this one : 2722 launches clear the similarity bar, closest 8 shown.
Attention rank: #1293 of 2723 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 5 days after the earliest competitor.
- sftmill · github · 2026-09-29 · 10 upvotes · similarity 0.68
- Tiny-vLLM · hn · 2026-05-29 · 205 upvotes · similarity 0.65
- zero2vllm · github · 2026-10-12 · 14 upvotes · similarity 0.64
- Open-source AMDGCN kernels for optimizing LLM inference · hn · 2026-08-25 · 5 upvotes · similarity 0.61
- open_rknpu2_lm_infer · github · 2026-10-14 · 13 upvotes · similarity 0.60
- BonzAI · hn · 2026-05-22 · 5 upvotes · similarity 0.60
- Mthds · hn · 2026-02-26 · 23 upvotes · similarity 0.58
- OpenSourceJev · github · 2026-09-19 · 33 upvotes · similarity 0.57
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