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> semantic

> grep def

Once you get to a codebase beyond a certain size, that no longer works.

I've for one found Serena https://github.com/oraios/serena , which you can install from right within Claude, to be a fairly fantastic code-interaction tool for LLM's. Both semantic search as well as editing. And with way less token churn.

 help



This is definitely a cool finding.

Have you investigated more on this topic? like, anything similar in concept that competes with Serena? if so, have you tested it/them? what are your thoughts?


I actually just enhanced my `codescan` project to exceed Serena in some ways

https://github.com/pmarreck/codescan

Essentially zero-install, no MCP, just tell your agent about its CLI, have Ollama running with a particular embeddings model and boom

now I just need to set up Github Actions (ugh) so people can actually download artifacts


This is an interesting one - thanks for sharing!

I actually just enhanced my `codescan` project to exceed Serena in some ways

https://github.com/pmarreck/codescan

Essentially zero-install, no MCP, just tell your agent about its CLI, have Ollama running with a particular embeddings model and boom

now I just need to set up Github Actions (ugh) so people can actually download artifacts




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