Show HN: Zero LLM deep codebase analysis built on math engine

Category: devtools

Tags: code-analysis, dependency-graph, developer-tools

Score: 6.7/10 (Innovation: 7, Technical: 6, Documentation: 5, Utility: 7)

Codebase.Observer provides a deterministic, LLM-free codebase analysis tool that generates architectural blueprints by mathematically modeling dependencies, ghost code, impact radius, and contract violations. Its novel approach using semantic analysis without heuristics or LLMs is a unique combination that fills a known gap for developers needing reliable, trustable code analysis.

Target audience: backend devs, frontend devs, data engineers

Repository: https://codebase.observer

View on Hacker News