Kairo
Fail-closed LLM inference routing from RTX 5090 measurements
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HN · launched Sep 14, 2026 · 5 upvotes (top 87%) · 0 views
Niche: llm routing and gateway tools · 143 launches, 5 in the last 7 days ▼ -62% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
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More like this: all 143 launches in llm routing and gateway tools →
Could you build this?
Partial The routing logic and web service are manageable, but gathering empirical latency/throughput profiles on specific hardware (RTX 5090) and designing fail-closed routing policies requires systems benchmarking expertise.
What it would actually take: Requires an LLM proxy gateway (written in Go or Rust) that ingests real-time hardware telemetry and latency profiles from dedicated GPU testbeds running inference engines (e.g., vLLM or TensorRT-LLM). The hard part is implementing sub-millisecond fail-closed routing algorithms and continuous active probing under dynamic GPU load conditions.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 2877 launches clear the similarity bar, closest 8 shown.
Attention rank: #2388 of 2878 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 319 days after the earliest competitor.
- LLM Inference Calculator · hn · 2026-08-28 · 6 upvotes · similarity 0.74
- ClawRouter · hn · 2026-02-05 · 12 upvotes · similarity 0.72
- open_rknpu2_lm_infer · github · 2026-10-14 · 13 upvotes · similarity 0.68
- Tiny-vLLM · hn · 2026-05-29 · 205 upvotes · similarity 0.67
- kindi · github · 2026-10-20 · 40 upvotes · similarity 0.67
- LLMRouter · hn · 2025-12-31 · 5 upvotes · similarity 0.66
- Foreman, a self-hosted LLM gateway for cost aware model routing · hn · 2026-07-08 · 15 upvotes · similarity 0.65
- Open-source AMDGCN kernels for optimizing LLM inference · hn · 2026-08-25 · 5 upvotes · similarity 0.62
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