Your AI Needs Scar Tissue

Re:Your AI Needs Scar Tissue by stevendeluth on Wednesday June 17, 2026 @11:46AM (#48572118)

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.

[ Parent | on HN ]

Re:Your AI Needs Scar Tissue by attogram on Wednesday June 17, 2026 @11:57AM (#48572287)

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

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

[ Parent | on HN ]

Re:Your AI Needs Scar Tissue by stevendeluth on Wednesday June 17, 2026 @12:03PM (#48572393)

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/

[ Parent | on HN ]

Re:Your AI Needs Scar Tissue by attogram on Wednesday June 17, 2026 @12:21PM (#48572676)

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

[ Parent | on HN ]

Re:Your AI Needs Scar Tissue by 4d4m on Wednesday June 17, 2026 @06:47PM (#48578070)

This is cool

[ Parent | on HN ]

Re:Your AI Needs Scar Tissue by stevendeluth on Thursday June 18, 2026 @02:38AM (#48581595)

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

[ Parent | on HN ]