OneTriangle - The fastest, cheapest inference, powered by KV cache transfer
Lightweight novel inference
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
YC · launched Aug 21, 2026 · 11 upvotes (top 62%) · 0 views
Niche: llm inference engines · 133 launches, 4 in the last 7 days ▼ -33% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
- Open Source
- Infrastructure
- AI
Visit website ↗ Source listing ↗
More like this: all 133 launches in llm inference engines →
Could you build this?
No Optimizing LLM inference via KV cache transfer requires low-level CUDA/Triton GPU kernel programming, distributed networking (RDMA/InfiniBand), and deep systems engineering.
What it would actually take: This architecture requires modifying inference runtimes like vLLM, TensorRT-LLM, or SGLang at the C++/CUDA level to manage memory-efficient PagedAttention and remote KV cache serialization. Implementing fast cache transfer necessitates kernel-bypass networking (GPUDirect RDMA, NCCL) across distributed GPU clusters to achieve lower latency than recomputing prefill.
Competitors
Other products that read as similar to this one : 2472 launches clear the similarity bar, closest 8 shown.
Attention rank: #1512 of 2473 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 296 days after the earliest competitor.
- rec · github · 2026-10-21 · 204 upvotes · similarity 0.71
- OpenRelay: The Inference Delivery Network · yc · 2026-08-07 · 13 upvotes · similarity 0.69
- nano-deepinfer · github · 2026-10-20 · 17 upvotes · similarity 0.68
- zlaya · github · 2026-09-23 · 9 upvotes · similarity 0.68
- LiteMoE · github · 2026-11-01 · 28 upvotes · similarity 0.66
- ml-rsi-inference-bench · github · 2026-10-16 · 105 upvotes · similarity 0.66
- DeepInfer-Lab · github · 2026-10-23 · 25 upvotes · similarity 0.66
- open_rknpu2_lm_infer · github · 2026-10-14 · 13 upvotes · similarity 0.65
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.