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Onboard-CLI, a LLM powered and AST-based tool to visualize codebase

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HN · launched Jul 8, 2026 · 24 upvotes (top 25%) · 0 views

Niche: codebase visualization tools · 89 launches, 4 in the last 7 days ▼ -43% · Explore this niche →

Category and tags

  • Horizontal
  • Dev tools
  • Developer
  • AI feature
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Yes This is a CLI tool that parses codebases into Abstract Syntax Trees using off-the-shelf parsers (like Tree-sitter) and feeds summaries to an LLM to generate architecture diagrams.

Discussion

14 comments analyzed.

Competitors mentioned: Graph-based solutions for codebase visualization, Internal tooling for codebase understanding

Concerns raised: C++ codebase support not confirmed, Long-term maintenance and support unclear, Visualization lacks meaningful abstraction beyond line references, No actual code visualization shown in demo video, Works with non-compiling code unclear

Feature requests: LLM integration for semantic code behavior explanation, Higher-level code path visualization beyond line references, Better support for C++ codebases, Integration with architecture extension systems

Competitors

Other products that read as similar to this one : 4293 launches clear the similarity bar, closest 8 shown.

Attention rank: #1009 of 4294 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 251 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.