Local-First
A software design philosophy asserting that user data should be stored and processed primarily on the local device, with cloud services serving only as an optional synchronization or backup channel. Systematically articulated by the Ink & Switch research team in 2019, it emphasizes data sovereignty, offline availability, and privacy protection.
Core Facts
Timeline (last 90 days)
Local-first means that parsing, recognition, and classification are all completed on the local machine, and files never leave the device.
A local-first architecture shrinks the attack surface to the user's own endpoint security perimeter, consistent with the principle of minimal trust.
The core advantage of the self-hosted model is that data never leaves the user's infrastructure, but traditionally this has meant a higher barrier to deployment and operation.
Local-First 的核心主张是用户数据应首先存储在本地设备，云端仅作为同步和备份的辅助手段
All Facts (4)
Local-First 的核心主张是用户数据应首先存储在本地设备，云端仅作为同步和备份的辅助手段
70%UnverifiedThe core advantage of the self-hosted model is that data never leaves the user's infrastructure, but traditionally this has meant a higher barrier to deployment and operation.
60%UnverifiedLocal-first means that parsing, recognition, and classification are all completed on the local machine, and files never leave the device.
50%UnverifiedA local-first architecture shrinks the attack surface to the user's own endpoint security perimeter, consistent with the principle of minimal trust.
50%