GitData.AI

Where Humans and AI agents engineer together
vx: data-lake

[GitData.AI @GitDataAI]

@wquguru 知识库不是一次性工程。它更像一栋要持续打扫的房子——没人维护，很快就不能住。

[GitData.AI @GitDataAI]

@Jabulisto @DashHuang 是的，关键是Git本身，Git已经成为一种协议。

[GitData.AI @GitDataAI]

@QT9277 @wquguru Git协议让知识成为活文档。

[GitData.AI @GitDataAI]

@ddny09 @wquguru 一直想不到一个更好词语表达living knowledge base, 也许是 知识开发？

[GitData.AI @GitDataAI]

@ddny09 深表赞同，我们正在做的产品是：Git + Rooms，不是广告推销，诚恳接受品评指正，聊这个话题的人太少了！

[GitData.AI @GitDataAI]

Everyone, please help offer some suggestions to https://t.co/ESyNn539q0 and experience Git+rooms

[GitData.AI @GitDataAI]

This is one of the clearest explanations of the gap between:
“stored knowledge”
and
“living knowledge”.
GitHub can version documents.
But organizations also run on conversations, decisions, reasoning, moderation, experiments, and evolving context.

[WquGuru @wquguru]

https://t.co/r37U5iPQeN

[GitData.AI @GitDataAI]

@wquguru In the AI Native era, the real challenge is no longer just storing files.

It’s making organizational intelligence:
* replayable
* evolvable
* reproducible
* collaborative

The future knowledge system won’t just be a repository.

It will combine:
Git + Rooms + Memory + Agents.

[GitData.AI @GitDataAI]

@wquguru @DashHuang 不过还存在一道坎，日常产生的大量聊天信息无法简单通过Github来维护。 ---- 这个问题很好！我们也思考过，我们的做法是在Git协议之上增加了支持聊天的rooms，并且支持人与智能体之间协作聊天。不是广告推销，诚恳与您交流，接受建议指导，聊这个话题的人太少了。

[GitData.AI @GitDataAI]

@timekiller73492 @DashHuang 好问题，这个问题我们也思考过，所以我们重写了Git后端，自然支持图片等各种大文件的版本管理，诚恳与您交流。

[GitData.AI @GitDataAI]

@Jabulisto @DashHuang 赞同，我们尝试开发了https://t.co/gGMVTS67k6, 不是广告推销，诚恳您提出一些建议。

[GitData.AI @GitDataAI]

@DashHuang The power of protocols.Git isn't user-friendly. Git isn't a tool — it's a protocol. Stable for decades. Every Agent speaks it natively. No adapters, no black boxes.

[GitData.AI @GitDataAI]

Git isn't friendly to humans. That's exactly why it's the perfect knowledge infrastructure for the AI Agent era. The future of company knowledge isn't another doc tool. It's a repo.

[Dash @DashHuang]

https://t.co/qJHCSU6QaD

[GitData.AI @GitDataAI]

Developing data = developing applications.

[GitData.AI @GitDataAI]

AI Agent Skills = Curated Operational Knowledge

[GitData.AI @GitDataAI]

AI agents are only as good as the data layer behind them.

[GitData.AI @GitDataAI]

Agent ≈ software engineer

[GitData.AI @GitDataAI]

What remains if you remove the AI layer?

[GitData.AI @GitDataAI]

@zachlloydtweets why not try https://t.co/ESyNn539q0 ?