Codeflowmap
map a codebase's read/write/auth data flows
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I've been vibe-coding tools to automate chunks of my consulting work, fell down a rabbit hole, and started building actual products. Suddenly I'm in a world of unknown-unknowns and known-unknowns. One of the bigger things to solve was understanding code the LLM generated that I didn't fully grasp. What does it touch? What reads and writes where? Is the auth path where I think it is?So I built codeflowmap. Point it at a repo and it maps the dependency and call graph, then surfaces the read / write / auth paths between files and functions.Connect a local model (Ollama) or any OpenAI-compatible API and it annotates each file with what it does and the data it touches. It all runs locally unless you connect to a remote/hosted API, and the output links straight into an Obsidian vault.bunx codeflowmap serve · MIT · built for meKeen for thoughts on what would make it more useful or sharpen it up.
HN · launched Jun 20, 2026 · 7 upvotes (top 58%) · 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
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 89 launches in codebase visualization tools →
Could you build this?
Yes Static analysis to map API endpoints, database read/writes, and auth checks across common frameworks can be built using AST parsers (like Babel or Tree-sitter) guided by an LLM.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 128 launches clear the similarity bar, closest 8 shown.
Attention rank: #76 of 129 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 233 days after the earliest competitor.
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- FxMap Framework · ph · 2026-10-12 · 1 upvotes · similarity 0.41
- LayerMap · ph · 2026-10-08 · 1 upvotes · similarity 0.40
- Open-source AI workflows with read-only auth scopes · hn · 2026-01-02 · 12 upvotes · similarity 0.40
- vNetMap · ph · 2026-10-04 · 2 upvotes · similarity 0.39
- Tokenflow · ph · 2026-09-17 · 3 upvotes · similarity 0.39
- Eulix · hn · 2026-09-15 · 5 upvotes · similarity 0.38
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