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Repo RAG Debugger

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Developer Tool · LLM

Built by eleventh.Explore the fleet · 6 systems
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Capabilities

MVP scope and target audience for Repo RAG Debugger

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Developer Tool
LLM
Repo RAG Debugger
A source-aware debugging assistant that indexes codebases, stack traces, and docs to propose grounded fixes.
Problem

Developers waste time reconstructing code context from scattered docs, logs, and repository structure.

Why now

Codebase copilots remain weak at repository-specific reasoning and postmortem-style debugging.

MVP scope
What ships first. Each item is a hard commitment, not a stretch goal.
  • 1Index repositories and markdown docs
  • 2Upload stack traces or pasted errors
  • 3Return grounded explanations with cited files
  • 4Track accepted fixes for future retrieval
Built for

AI engineers, backend teams, open-source maintainers

Stack
Initial direction — subject to refinement once the MVP is exercised against real workload.
Python
FastAPI
SQLite
Embeddings
RAG