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SpotWarp - Never lose a training run to a Spot GPU eviction

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SpotWarp is a 100% local CLI daemon that prevents data loss from Spot GPU evictions (Vast.ai + RunPod). - Continuous Backup: Auto-syncs /workspace/ checkpoints to local storage in real-time. - Sub-Minute Failover: Rents & SSH-verifies candidates concurrently in under 45s. - Cross-Cloud Bridge: Fallback to RunPod & auto-failback when cheaper rates return. - Zero-Key Leakage: API keys stay 100% on your local machine. Save up to 70% on compute bills safely.

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Hey Product Hunt! 👋

Today is a milestone for us — we just closed our FIRST deal.

A research team needed an H100 cluster urgently. AWS quoted $4.76/hr. We matched them with an idle enterprise node at $2.19/hr. Same hardware. 70% cheaper. Done in hours.

That's GPU-Action in action.

The problem we're solving:
• AWS/GCP GPU costs are crushing AI startups & researchers
• Enterprise GPU nodes sit idle every night
• There's no efficient market connecting supply to demand

We bridge this gap — actively matching workloads to clusters based on specs, duration, and budget.

What launched today:
→ Live cost calculator (H100/A100/L40S/RTX4090 vs AWS/GCP/Azure)
→ Compute Waitlist for priority cluster access
→ Supplier portal for GPU owners to monetize idle nodes

We're small, scrappy, and hungry for feedback.
What would make GPU-Action a no-brainer for your team?

Drop a comment — I read every single one. 🙏

— Eric, Founder @ GPU-Action