Live data from Hacker News

Your AI Needs Scar Tissue

dev.to

1–9 of 9 posts

Re: Your AI Needs Scar Tissue

#4
post #2

Summary? Is it "markdown as memory"?

No it's a graph memory storage and retrieval system usable by all AI via CLI or MCP tool. Markdown as memory takes up too much context. Empirical loads dynamically via querying the context it needs on demand.

Interesting. I have hypothesis that markdown in repo is better.

See https://github.com/attogram/academic-vibing/blob/main/academ...

Re: Your AI Needs Scar Tissue

#6
post #4

Earlier quoted context omitted.

No it's a graph memory storage and retrieval system usable by all AI via CLI or MCP tool. Markdown as memory takes up too much context. Empirical loads dynamically via querying the context it needs on demand.

Interesting. I have hypothesis that markdown in repo is better. See https://github.com/attogram/academic-vibing/blob/main/academ...

Interesting. I will have to give it a try. I have found that markdown costs me 40% more and takes much longer to search through and doesn't cross project boundaries.

Try out empirical if you can and let me know what you think.

https://empirical.gauzza.com/

Re: Your AI Needs Scar Tissue

#7
post #4

Earlier quoted context omitted.

Interesting. I have hypothesis that markdown in repo is better. See https://github.com/attogram/academic-vibing/blob/main/academ...

Interesting. I will have to give it a try. I have found that markdown costs me 40% more and takes much longer to search through and doesn't cross project boundaries. Try out empirical if you can and let me know what you think. https://empirical.gauzza.com/

Ahh I see. I'm doing it per repo. This is distributed.

Re: Your AI Needs Scar Tissue

#8
post #4

Earlier quoted context omitted.

Interesting. I have hypothesis that markdown in repo is better. See https://github.com/attogram/academic-vibing/blob/main/academ...

Interesting. I will have to give it a try. I have found that markdown costs me 40% more and takes much longer to search through and doesn't cross project boundaries. Try out empirical if you can and let me know what you think. https://empirical.gauzza.com/

This is cool

Re: Your AI Needs Scar Tissue

#9
post #8

Earlier quoted context omitted.

Interesting. I will have to give it a try. I have found that markdown costs me 40% more and takes much longer to search through and doesn't cross project boundaries. Try out empirical if you can and let me know what you think. https://empirical.gauzza.com/

This is cool

Thanks! I've found it very useful for myself. I discover unknown use cases for it daily while using it. It's extremely fun!