Ray Liao

Solo dev building in public. Trying products until one earns a full-time income.

Dogear — AI memory you own · — AI image gen ·

[Ray Liao @RayLiao001]

前几天自由画布不是特火吗？想着给我的画图网站也接一个

接完发现商业化是需要付费的，白做了~

[Ray Liao @RayLiao001]

@shirouzu_ref 我还以为过去了呢，刚又买了一个月

[Ray Liao @RayLiao001]

@SabriAmca1453 进的两球算他的

[Ray Liao @RayLiao001]

本地Agent工具如Claude Code、Codex会默认把记忆写在本地。

如果想接入云端记忆工具，有3条路径可以探索：
1、本地hook，对话结束的时候，llm判断是否有必要自动上传；
2、mcp端的instructions，想��法突破模型默认本地存储的做法；
3、最简单的就是需要上传的时候人为去保存，最精准且可以纠偏，在用户友好度方面就见仁见智了；

[Ray Liao @RayLiao001]

@QianWenFlow 我做了一个SAAS干这件事，Claude、GPT官网的记忆也能保存下来。

[Ray Liao @RayLiao001]

@realxiodos 网图骗老婆是吧🐶

[Ray Liao @RayLiao001]

@suyu2018block 我和Marc Lou同年同月出生的，如果我好好做的话，应该也月入百万了吧

[Ray Liao @RayLiao001]

@XimonC27513 给同事开通Claude的第一天，同事说不太行，Codex比较好用。Claude被封后，我说不太稳定，给你开个Codex吧，他说别，现在觉得Claude更好了。

[Ray Liao @RayLiao001]

@Eejoylove 我好像有一次看消耗明细的时候看到了Claude，不过没深入研究，我觉得 Auto 里面本来就包含了Claude

[Ray Liao @RayLiao001]

@nisarggpatel38 curious since you already have the obsidian+mcp setup running — what does it do well, and what's annoying about it?

[Ray Liao @RayLiao001]

道德和笑点在打架

[Ray Liao @RayLiao001]

中年人web coding和钓鱼这些乱七八糟的爱好，是一个档次了

[Ray Liao @RayLiao001]

this is basically what I built DogearAI for — it's the "context hub" box in your diagram. You dump decisions/recaps/status into it, it auto-organizes them into memory spaces, and every agent reads the latest state via MCP (get_context) or REST (/v1/context). No repo sync needed — agents always pull live context instead of a stale copy. Free in beta: https://t.co/T228Y6OBkR

[Ray Liao @RayLiao001]

@nisarggpatel38 this exists now — I built DogearAI for exactly this. One memory layer, MCP-native, works across Claude/Cursor/anything MCP. Memories stored as plain markdown you own & can export anytime, no embeddings lock-in. Free during beta: https://t.co/N9CbQbassi

[Ray Liao @RayLiao001]

@Djangogoo 这个账号是做IP还是写爆文呢？

[Ray Liao @RayLiao001]

@ally_foe 发错平台了，这种照片发公众号可以致富

[Ray Liao @RayLiao001]

@Aoyi21 我也是人上人了，但是并没有什么用😂

[Ray Liao @RayLiao001]

@NoraX2026 外贸收款，入行一年做到了月入十万

[Ray Liao @RayLiao001]

@SatsDiary @NoraX2026 确实可以，小区附近一个老头，情商高，回收垃圾一年能有50W

[Ray Liao @RayLiao001]

@biezhaodaow 北森吗，我们也在用北森