Nanit Saves $500,000 Annually by Building Custom In-Memory Storage System to Replace S3
By
mpweiher
A five-star bake. Worth schmearing, sharing, saving.
Summary
Nanit, a baby monitoring company, built a custom in-memory storage system called N3 to replace Amazon S3 as the landing zone for their video processing pipeline. They were processing thousands of video uploads per second for sleep-state inference, and S3's PutObject request fees and 24-hour minimum storage lifecycle rules were costing them approximately $500,000 per year. By developing a Rust-based solution that uses S3 only as an overflow buffer, they eliminated both cost issues and achieved significant savings.
Key quotes
· 4 pulledWe used S3 as a landing zone for Nanit's video processing pipeline (baby sleep-state inference), but at thousands of uploads/second, S3's PutObject request fees dominated costs.
Worse, S3's auto-cleanup (Lifecycle rules) has a 1-day minimum; we paid for 24 hours of storage on objects processed in ~2 seconds.
We built N3, a Rust-based in-memory landing zone that eliminates both issues, using S3 only as an overflow buffer.
Result: meaningful cost reduction (~$0.5M/year).
You might also wanna read
Why local configuration verification is critical before cloud deployment in DevOps pipelines
The article discusses the importance of verifying configuration shifts locally before deploying to cloud clusters, using the example of a co
dev.to·3d agoInstaVM: Hardware-Isolated Cloud Infrastructure for AI Agents with Sub-200ms MicroVMs
InstaVM is a cloud infrastructure platform designed specifically for AI agents, providing them with isolated, fast-booting virtual machines
Using OR-Tools CP-SAT to Optimize Cloud Infrastructure Maintenance Scheduling at Akamai
The article discusses using Google's OR-Tools CP-SAT solver to optimize maintenance scheduling in Akamai's cloud infrastructure. It addresse
atalaykutlay.com·19d agototo: A Model-Agnostic Smart Task Router for Cost-Effective AI Usage
toto is a model-agnostic routing tool that intelligently assigns tasks to the most cost-effective AI model from vendors like OpenAI, Anthrop
K3k: Rancher's Tool for Running Isolated Kubernetes Clusters Inside Kubernetes
K3k is an open-source tool from Rancher that enables users to create and manage isolated K3s (lightweight Kubernetes) clusters within an exi
Loopsy: Control Terminal AI Agents Remotely from Your Phone via Cloudflare Relay
Loopsy is a self-hosted tool that lets you control terminal-based AI coding agents (like Claude Code, Cursor, Codex) from your phone. It wor
