Developer open-sources local LLM that redacts sensitive data before cloud processing

**Summary**

A developer has created and open-sourced a self-hosted local language model designed to handle sensitive work while routing only redacted information to cloud-based models. The project was initially built for personal use on macOS and is now being shared publicly.

**Dominant framing**

Discussion centers on privacy and data control as the primary value proposition. Users frame this as a solution to the tension between wanting to use LLM capabilities while keeping sensitive information local. The open-source release is presented as a practical tool rather than a novel research contribution.

**Notable gaps**

Engagement is minimal (4 total comments across two Reddit posts), and the story has not reached mainstream media or other social platforms. The technical details of how the redaction and routing work remain unclear from available discussion. There is no visible disagreement or debate in the available posts—the framing is straightforward and unopposed, though this may simply reflect the early stage and limited audience rather than genuine consensus.