LLMs' – Failure Modes and Proposed Improvements

1 pointsposted 13 hours ago
by professor_jonny

1 Comments

professor_jonny

13 hours ago

I found LLM's make a bucket load of mistakes, so I made my own mcp server to try fix these problems. I included tool stats and persistent project notes, to steer tool use and optimization, apparently it is not a thing, and all this usefull stuff just goes out the context windows and is lost.

I created this document on some of the problems with Cline and Claude code etc.

I used stats to design my tools to limit token use and drop failed edits quite a bit. might be worth a read. There is also sample working code for examples of these ideas.

https://github.com/professor-jonny/pulsar-edit-mcp-server/bl...