IdeaCredIdeaCred

galafis/realtime-ml-serving-api

48

High-performance ML model serving API built with Go and Python, featuring Redis caching, model drift monitoring, A/B testing, and MLflow integration

What's novel

High-performance ML model serving API built with Go and Python, featuring Redis caching, model drift monitoring, A/B testing, and MLflow integration

Code Analysis

0 files read · 5 rounds

Cannot evaluate - source code files are inaccessible in this environment

Strengths

None - unable to read any implementation code to assess quality

Weaknesses

All source code files (client/*.py, server/*.go) marked as '[Path outside repo]' making evaluation impossible per the critical rules requiring reading 3-5 implementation files

Score Breakdown

Innovation
3 (25%)
Craft
45 (35%)
Traction
8 (15%)
Scope
50 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Concept Novelty+1

Craft

Ci-1
Tests-2
Polish+3
Releases+1
Has License+5
Code Quality+5
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+7
Languages+8
Subsystems+10
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+12
Readme Code Match+3
Architecture Depth+5
Implementation Depth+8

Evidence

Commits

26

Contributors

2

Files

51

Active weeks

4

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

MIT