frog437's comments

On: Ask HN: What are you working on? (April 2026) (Non AI)

[frog437]

Understand an entire codebase instantly : www.ix-infra.com

[shivang2607 → frog437]

I've been building something similar to visualize the codebase. https://github.com/devlensio/devlensOSS

[frog437 → frog437]

It's a CLI tool. It plays well with AI but it works great without it.

On: Issue: Claude Code is unusable for complex engineering tasks with Feb updates

[frog437]

depending on how large your codebase is, hopefully not. At this point use something like the IX plugin to ingest codebase and track context, rather than from the LLM itself.

[frog437 → frog437]

This is crazy..

tokensSaved = naiveTokens - actualTokens

  - naiveTokens = 19.4M — what ix estimates it would have cost to answer your queries without graph intelligence (i.e., dumping full files/directories into context)                                    
  - actualTokens = 4.7M — what ix's targeted, graph-aware responses actually used
  - tokensSaved = 14.7M — the difference

[andoando → frog437]

I mean whatever part of the code that is read by the AI has to be in the content window at some point or another nSprewd throughout your sessions Id think even with a huge codebase, 90% of it is going to be there