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