WeWorkBuddy

Show HN: Cloakroom – Keeps secrets away from agents

Cloakroom is an open-source privacy tool that masks secrets and sensitive data from AI agents. It swaps real values for placeholders, then swaps them back to the originals locally. I was trying to build a full on local LLM setup on my machine, but the local models were not up to the mark (at least, not yet). I ended up building a hybrid setup, with the cloud for planning and local models for execution. I realized I needed a privacy layer so cloud models could not access sensitive data, and I bui

阅读原始来源
原始网页截图: Show HN: Cloakroom – Keeps secrets away from agents
原始网页截图 · news.ycombinator.com

来源记录

指标快照

points · 1 votes
2026-11-10 21:00:27.077Z
cumulative since publication

研究分析

项目记录

仓库:shanjeevrajendran/cloakroom。 来源描述:Cloakroom is an open-source privacy tool that masks secrets and sensitive data from AI agents. It swaps real values for placeholders, then swaps them back to the originals locally. I was trying to build a full on local LLM setup on my machine, but the local models were not up to the mark (at least, not yet). I ended up building a hybrid setup, with the cloud for planning and local models for execution. I realized I needed a privacy layer so cloud models could not access sensitive data, and I bui

采用记录与比较对象

来源票数: 1 votes (2026年11月10日 UTC; cumulative since publication) 可供比较的近期同类记录:“addyosmani/agent-skills” (GitHub Trending, 2026年11月10日);“anthropics/skills” (GitHub Trending, 2026年11月10日)。主题相近仅用于导航,未核验其是否属于同一需求或独立证据。

采用判断

应与它要替代的工具或人工流程比较。现有记录支持发现项目,尚不能确认可靠性、运行成本优势或商业采用。

尚未核验的门槛

尚未核验:许可证权限、硬件要求、安装步骤、维护状态,以及包含失败样例的代表性任务。

下一步试验

选择一个真实任务和现有替代方案,记录 commit、环境、输入、输出、耗时与失败行为;保留结果后再给出采用建议。