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CLUSTER CODEBASE-DEPENDENCIES-DEVELOPER · 29 ENTRIES · EARLIEST ENTRY 2026-07-03

Codebase visualization and analysis tools

This cluster comprises developer tools that analyze, visualize, and document codebases, focusing on dependency graphs, architecture, health, and refactoring guidance. The dated history shows sporadic early entries from 2015, with a higher concentration of dated entries in late 2025 and early 2026, though overall the pattern is sparse. CodeImpact leads on traction with 6 stars, followed by Atlas with 3 and compass with 0.

Entry timeline

ENTRY TIMELINE

OCT 2015: 1DEC 2018: 1JAN 2025: 2MAY 2025: 1JUL 2025: 1DEC 2025: 1MAR 2026: 1MAY 2026: 1JUL 2026: 1AUG 2026: 12SEP 2026: 5OCT 2026: 2
OCT 2015OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 5 ai-built · 2 hand-coded · 13 unlabelled

Operator · 5 hobby · 3 open source · 12 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Atlas3★19 days—Developer tool that maps dependencies in an unfamiliar codebase, suggests a reading route, and surfaces findings.
  2. 02compass2★1 moliveBrowser-based dependency explorer that maps source files, imports, and architecture roles without uploading code.
  3. 03Treering1★13 days—Codebase visualization tool that renders modules, types, and dependencies as interactive maps and schematics, preserving a snapshot per commit to show architectural changes over time.
  4. 04CodeImpact6★1 mo—hand-codedhobbyDeveloper tool that analyzes code dependency graphs to predict cascading breaking changes before deployment.
  5. 05The-RAG-Explainer1★3 days—Visualization tool that explains RAG pipelines and retrieval steps to help developers choose RAG strategies.
  6. 06ai-codebase-navigator0★2 days—Developer tool that visualizes codebase dependency graphs and answers questions about a codebase using AI grounded in repository contents.
  7. 07x-ray0★15 days—hobbyLocal-first tool that turns any project folder into an interactive visual map of its structure, dependencies and impact, with optional AI explanations.
  8. 08codebase-health-monitor0★1 mo—Tool that visualizes, documents, and monitors codebases for instant health insights.
  9. 09Analisador-arquivos0★21 days—hobbyDesktop tool that analyzes code project structure and provides insights about languages and files.
  10. 10Vibe-Map0★29 days—ai-builtTool that visualizes codebase structure and dependencies for developers.
  11. 11lat.md0★2 moliveopen sourceTool that builds a knowledge graph of a codebase using Markdown files.
  12. 12devPilot0★1 mo—Tool for developers to analyze codebases, visualize architecture, and generate documentation and roadmaps.
  13. 13TraceGraph0★1 mo—hobbyGraph-based code intelligence tool that visualizes repository dependencies, detects architectural smells, and analyzes change impact before pushing code.
  14. 14Codeoscope0★6 mostaleliveTool that uses AI to analyze unfamiliar or legacy codebases and helps developers understand their structure and logic.
  15. 15nge-stack-visualizer0★9 mostaleliveai-builtInteractive wizard that walks developers step by step through selecting and visualizing a technology stack.
  16. 16periphery-visualizer0★11 mostaleliveai-builtVisualizes unused code analysis results for developers.
  17. 17changelog-illustrator2★1 yrabandoned—ai-builtTool that generates visual illustrations for software changelogs.
  18. 18pydeptree0★4 moliveopen sourceAnalyzes Python dependency trees and displays them with rich terminal output, plus code quality checks.
  19. 19CodeXray0★3 moliveai-builthobbyDeveloper dashboard that visualizes a codebase as an interactive map showing file dependencies, data flow, and live runtime health metrics.
  20. 20gScope0★7 yrabandonedlivehand-codedopen sourceCode browsing tool for developers that searches C source code for symbol references and function call relationships.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.