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Velda – Run jobs with serverless GPUs, without container images
Custom streaming filesystem beats Docker pull times for instant GPU job startup.
Big BrainZero to One
eagleonhill
221mo ago
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I have created my own serverless lambda service
by nenecmrf·Mar 20, 2026·1 point·0 comments
AI Analysis
●MidShip ItBold Bet
Hot containers at 5-50ms compete with Vercel and AWS Lambda on their turf.
Strengths
- •Hot container pooling eliminates cold start latency for AI workloads
- •Pre-built LangChain and Mastra layers accelerate deployment
- •OpenTelemetry metrics and tracing included by default
Weaknesses
- •Serverless infrastructure market dominated by well-funded incumbents
- •Free beta pricing model lacks long-term sustainability clarity
Category
Target Audience
Developers deploying AI pipelines and backend automations
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Vercel · AWS Lambda · Cloudflare Workers
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