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INFRASTRUCTURE·March 2, 2025·読了 7 分
Infrastructure Trends: On-Device, Edge, and Cloud for AI Builders
著者：Riley Chen
Where teams are running
- On-device copilots for field teams: sub-120ms responses with no cell service required.
- Edge caches for prompts and retrieval snippets, cutting UI latency by 35%.
- Cloud bursts for heavy training, paired with nightly quantization to keep costs flat.
Decision tree
Use on-device for privacy and low latency, edge for personalization, and cloud for experimentation. Keep observability consistent so you can move workloads without losing trust.
Tooling to try
- Lightweight vector stores at the edge
- Slim orchestration layers with policy-as-code
- Traffic replay harnesses to benchmark every deployment
Build Blueprint · Creator
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任意のプロダクトを説明すれば、完全なビルド設計図が手に入ります — スタック、データモデル、画面、API、そして Claude Code や Cursor にそのまま貼り付けられるプロンプト。PDF にエクスポート可能。
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