Affan Ahmed

Affan Ahmed

Founder @ PRUVALEX | Cut LLM Costs 99%

Maker History

  • PruvaGraph
    PruvaGraphSlash Claude/Cursor API bills by 99% with local AST parsing
    Jun 2026
  • 🎉
    Joined Product HuntJune 15th, 2026

Forums

Affan Ahmed

4h ago

PruvaGraph - Slash Claude/Cursor API bills by 99% with local AST parsing

PruvaGraph is a 28-layer local knowledge graph engine that makes AI coding assistants (Claude/Cursor) affordable. Most tools scan your entire repo into the LLM on every run—costing hundreds/month. PruvaGraph bypasses the LLM for 99% of queries using local AST parsing, MinHash deduplication, and a Privacy Shield for automatic secret redaction. We reduced our own extraction costs from $313/mo to ~$0.001/mo. PruvaGraph acts as an MCP server and includes a native VS Code extension.
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