AI Harness Pipeline
Enterprise-grade event logging, AI-powered incident analysis, and automated notifications. From application logs to actionable insights.
Event Pipeline Flow
Log Events
Next.js frontend and FastAPI backend emit structured events via the logging SDK
Ingest & Alert
Splunk Cloud ingests events via HEC. Saved searches trigger alerts on error patterns
AI Analysis
JSM creates incidents automatically. AI Intelligence categorizes, finds root cause, suggests fixes
Store & Notify
AI analysis stored in MySQL. Rich adaptive cards sent to MS Teams with actionable insights
Demo: Generate Test Events
Click a button to generate a test event. It will be stored in MySQL and sent to Splunk Cloud via HTTP Event Collector.
Integration Stack
Splunk Cloud
Event Logging (HEC)
JSM Cloud
Incident Management
AI Intelligence
Root Cause Analysis
Cloud SQL
MySQL Storage (GCP)
MS Teams
Webhook Notifications