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Graphify Labs: Knowledge Graph Engine for Enterprises 🧠

Shared memory of your codebase, for humans and agents.

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YC · launched Aug 19, 2026 · 67 upvotes (top 14%) · 0 views

Niche: ai devops and codebase management tools · 140 launches, 4 in the last 7 days ▼ -20% · Explore this niche →

Category and tags

  • Horizontal
  • Data infrastructure
  • B2B
  • AI-native
  • Commercial product
  • Developer Tools
  • Open Source

Visit website ↗ Source listing ↗

Could you build this?

Partial A basic CLI or MCP tool parsing ASTs with Tree-sitter and writing nodes to a graph database is vibe-codeable, but cross-repo semantic symbol resolution across dozens of programming languages requires deep compiler and static analysis engineering.

What it would actually take: A production code knowledge graph needs language-specific parser bindings (Tree-sitter/SCIP/LSP), incremental indexing pipelines, and graph storage (e.g., Neo4j, Rust-based embedded graph engines). The hard challenge lies in accurate multi-language call graph extraction, cross-repository type and import resolution without runtime compilation, and keeping the graph incrementally synchronized with git diffs at minimal compute latency.

Competitors

Other products that read as similar to this one : 4109 launches clear the similarity bar, closest 8 shown.

Attention rank: #562 of 4110 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 294 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.