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byerlikaya/Septum

33

Privacy‑first AI middleware that anonymizes PII locally and only sends masked text to cloud LLMs when configured.

What's novel

Privacy‑first AI middleware that anonymizes PII locally and only sends masked text to cloud LLMs when configured.

Score Breakdown

Innovation
4 (25%)
Craft
31 (35%)
Traction
3 (15%)
Scope
34 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+2

Craft

Ci+5
Tests+8
Polish+1
Releases+1
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+0
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+0

Scope

Commits+8
Languages+8
Subsystems+10
Bloat Penalty+0
Completeness+7
Contributors+5
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

93

Contributors

1

Files

183

Active weeks

2

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

2

Forks

0

License

MIT