codebase investigation tool

Your codebase knows more than its README.

Drop in a repository. KODA maps its structure, traces how pieces connect, and prepares the ground for deep investigation.

→

Public GitHub repositories · No account required

codebase mappreview
repositoryfrontendbackendcomponentsapiauth

pipeline

How it works

Each stage is an independent module. Ingestion does not depend on AI. Agents do not depend on the UI. The graph does not depend on a specific visualization library.

  1. 01

    Repository ingestion

    Download and walk the file tree. Filter noise. Preserve structure.

    active
  2. 02

    Multi-agent analysis

    Architect, Code Analyst, and Security agents examine the codebase in parallel.

    planned
  3. 03

    Knowledge graph

    Findings become nodes and edges — modules, imports, APIs, dependencies.

    planned
  4. 04

    Interactive exploration

    Navigate the map. Inspect files. Ask questions about what you find.

    planned

future architecture

Specialized agents

The multi-agent system we are building toward. Not implemented yet — ingestion comes first.

User
  │
  ▼
Orchestrator
  │
  ├── Architect Agent          (structure, boundaries, patterns)
  ├── Code Analyst Agent       (files, paths, data flow)
  │     └── Security Agent     (vulnerabilities, risks)
  │
  ▼
Synthesizer Agent
  │
  ▼
Graph Builder → KODA Workspace

  • Architect

    planned

    Maps high-level system structure, module boundaries, and architectural patterns.

  • Code Analyst

    planned

    Examines source files, identifies key code paths, and traces data flow.

  • Security Analyst

    planned

    Scans for potential vulnerabilities, insecure patterns, and dependency risks.

  • Synthesizer

    planned

    Combines agent findings into a unified codebase report and knowledge graph.