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I built my own knowledge graph from the code AI writes

Details

External ID
49684835
Source
HN
Company
—
Product
I built my own knowledge graph from the code AI writes
Website domain
github.com
Launched
Sept. 13, 2026
Cohort
—
Upvotes
8
Upvotes percentile
0.5015948963317385
Tags
—
Fetched at
Sept. 17, 2026, 5:02 p.m.
Updated at
Sept. 17, 2026, 5:02 p.m.

Enrichment

Theme
AI coding agents and developer tools
Vertical
Horizontal
Function
Data infrastructure
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
knowledge graph builder for ai-generated code
Manually corrected
False

Could you build this?

Partial A personal project parsing code into a knowledge graph involves AST parsing, dependency graph creation, and graph database storage that requires solid compiler/AST domain knowledge.

What it would actually take: The core requires an AST parser (such as Tree-sitter) configured for multiple languages to extract symbols, call graphs, imports, and definitions, alongside an LLM to infer semantic relationships from code diffs. The data must be ingested into a graph database like Neo4j or Memgraph with a tailored schema, demanding solid knowledge of programming language grammars and graph query optimization.

Discussion

4 comments analyzed.

Feature requests: demo or example of output

Competitors

Other products that read as similar to this one — 516 launches clear the similarity bar, closest 8 shown.

Attention rank: #237 of 517 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 319 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a data infrastructure tool for Media & entertainment yet.