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ZeroGate

API gateway to scale cloud GPUs to zero when idle

Details

External ID
48686980
Source
HN
Company
—
Product
ZeroGate
Website domain
github.com
Launched
June 26, 2026
Cohort
—
Upvotes
5
Upvotes percentile
0.12568306010928962
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Enrichment

Theme
gpu compute and acceleration tools
Vertical
Horizontal
Function
Model & infra
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
gpu autoscaling api gateway
Manually corrected
False

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 — 875 launches clear the similarity bar, closest 8 shown.

Attention rank: #759 of 876 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 238 days after the earliest competitor.

Other launches for this product

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