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Codeknow

Architecture health scores for any codebase, no LLM needed

Details

External ID
49540277
Source
HN
Company
—
Product
Codeknow
Website domain
github.com
Launched
Sept. 2, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.32854864433811803
Tags
—
Fetched at
Sept. 10, 2026, 5:31 a.m.
Updated at
Sept. 10, 2026, 5:31 a.m.

Enrichment

Theme
developer tools and programming utilities
Vertical
Horizontal
Function
Analytics & BI
Audience
B2B
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
codebase architecture analysis
Manually corrected
False

Could you build this?

Partial Displaying software metrics in a dashboard is straightforward, but creating deterministic, accurate architecture health scores across diverse codebases without an LLM requires complex static analysis and AST traversal.

What it would actually take: Requires language-specific parsers or Tree-sitter grammars to generate ASTs and dependency call graphs across multiple programming languages. The system calculates software metrics like cyclomatic complexity, afferent/efferent coupling, and dependency cycles via graph algorithms. Deep expertise in static code analysis, compiler tooling, and software engineering metrics is necessary.

Discussion

2 comments analyzed.

Concerns raised: CLI documentation/commands don't match actual implementation, Output format is difficult to understand, Unclear how tool scales to large, complex multi-crate projects, Tech debt calculation methodology not explained

Feature requests: Web-based interface accepting GitHub repo URLs, Support for custom languages/extensibility, Better demo experience before local installation

Competitors

Other products that read as similar to this one — 384 launches clear the similarity bar, closest 8 shown.

Attention rank: #251 of 385 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 306 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.