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ZeroGate

API gateway to scale cloud GPUs to zero when idle

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HN · launched Jun 26, 2026 · 5 upvotes (top 87%) · 1 view

Niche: gpu infrastructure and developer tools · 129 launches, 7 in the last 7 days ▼ -30% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI feature
  • Commercial product

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Could you build this?

Partial The HTTP proxy interface is standard, but intercepting incoming inference traffic to orchestrate fast GPU instance cold starts, snapshot restores, and connection pooling requires systems and cloud infrastructure engineering.

What it would actually take: Building a scale-to-zero GPU gateway requires a high-performance reverse proxy (e.g., written in Go or Rust using Envoy or custom Tokio HTTP proxy) that holds incoming HTTP/gRPC requests in a waiting queue. The control plane integrates with cloud provider APIs or Kubernetes (KEDA, custom controllers) to boot instances or wake virtual machines/containers using GPU memory snapshots (such as vLLM with CUDA checkpointing or AWS Fast Snapshot Restore). Managing cold-start latency, health checks, draining active requests safely, and handling sudden traffic spikes requires specialized distributed systems expertise.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one : 2455 launches clear the similarity bar, closest 8 shown.

Attention rank: #2144 of 2456 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 238 days after the earliest competitor.

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.