Maker here (Abhishek). ProdE does code change impact + root cause analysis for large codebases.
Backstory: we tried a bunch of “AI-native” dev tooling and kept seeing the same thing, each tool builds its own partial code map inside its own UI. We wanted code intelligence that’s independent, so the whole toolchain can query the same ground truth.
What it does:
- Change impact analysis: answer “which services break if I change the auth middleware?” before you ship.
- RCA: when tests/prod fail, surface likely causes + related context.
Try: https://prode.ai
Requires: signup + connecting your repos (read-only).
Fallback: if you can’t connect a repo but still want to evaluate it, email abhishek@prode.ai and I’ll add you to an OSS-indexed workspace (e.g., Supabase).
Question: should code intelligence live inside the IDE, or as a shared service Slack/Jira/CI/IDEs can all query?
marwamc•24m ago
Nice. As a heavy claudecode user, I've ran into a certain form of this problem.
My problem was: for refactoring/renaming workflows Claude seems to run grep/ripgrep to enumerate occurrences of a symbol before renaming, but somehow misses some references, especially in test files or documentation. After renaming a symbol I would have failing tests, which Claude will dutifully fix, so not the worst problem. However the out-of-date documentation references slowly bite me in the neck because in future, Claude might read the outdated docs and make false assumptions or wrong decisions.
So I made an mcp tool that searches an indexed repo for all references/usages of a symbol and returns ranked results.
curious_nile•1h ago
Backstory: we tried a bunch of “AI-native” dev tooling and kept seeing the same thing, each tool builds its own partial code map inside its own UI. We wanted code intelligence that’s independent, so the whole toolchain can query the same ground truth.
What it does: - Change impact analysis: answer “which services break if I change the auth middleware?” before you ship. - RCA: when tests/prod fail, surface likely causes + related context.
Try: https://prode.ai Requires: signup + connecting your repos (read-only).
Fallback: if you can’t connect a repo but still want to evaluate it, email abhishek@prode.ai and I’ll add you to an OSS-indexed workspace (e.g., Supabase).
Question: should code intelligence live inside the IDE, or as a shared service Slack/Jira/CI/IDEs can all query?
marwamc•24m ago
My problem was: for refactoring/renaming workflows Claude seems to run grep/ripgrep to enumerate occurrences of a symbol before renaming, but somehow misses some references, especially in test files or documentation. After renaming a symbol I would have failing tests, which Claude will dutifully fix, so not the worst problem. However the out-of-date documentation references slowly bite me in the neck because in future, Claude might read the outdated docs and make false assumptions or wrong decisions.
So I made an mcp tool that searches an indexed repo for all references/usages of a symbol and returns ranked results.
https://gitlab.com/rhobimd-oss/shebe/-/blob/main/docs/guides...
Also recently there a ShowHN about a tool called nia that does something similar. https://docs.trynia.ai/tools-features