Sentinel-AIOps
A production-grade AIOps framework focused on model integrity and autonomous reliability. Features a LightGBM-driven multiclass inference engine via FastMCP, validated against data leakage through NMI analysis. Includes real-time Population Stability Index (PSI) drift monitoring and a closed-loop human-in-the-loop feedback system for sustainable ML
Repo ↗
AI & Machine Learning
automated-testing
chaos-engineering
containerization
data-integrity
drift-detection
event-driven-architecture
fastmcp
feature-importance
mlops
model-context-protocol
multiclass-classification
population-stability-index
prometheus-monitoring
pydantic-validation
reliability-engineering
⚙ Agent Friendliness
N/A
Not evaluated
Can an agent use this?
🔒 Security
N/A
Not evaluated
Is it safe for agents?
⚡ Reliability
N/A
Not evaluated
Does it work consistently?
Scores are editorial opinions as of unknown date.