The Judge
Issue Detection & Auto-Healing
Transform operations from reactive firefighting to proactive resolution. Automatically detect and fix infrastructure issues before clients notice them.
What This Engine Does
Transform operations from reactive firefighting to proactive resolution. The Judge continuously monitors infrastructure health and automatically resolves common issues before clients notice them.
Time Savings
How It Works
The Judge operates through a multi-phase workflow designed for maximum automation and reliability.
Health Check
Comprehensive infrastructure monitoring
- Fetches all inbox statuses from Instantly.ai
- Retrieves campaign performance metrics
- Checks domain health records (SPF, DKIM, DMARC, blacklists)
Anomaly Detection
Compare against thresholds and identify issues
- Analyzes data against defined thresholds
- Detects anomalies and patterns
- Assigns severity level (P1-P4)
Auto-Resolution
Automatically fix known issues
- Rotate flagged inbox to backup
- Pause campaign on critical bounce rate
- Disable and replace compromised domain
- Flag complex issues for manual review
Alerting
Notify appropriate channels
- Log incidents to Incident_Log
- Critical alerts to #alerts-critical with @channel
- General alerts to #alerts-general
- Proactive client notification when issues resolved
When It Runs
This engine works autonomously so you don't have to
Fully Automated
Runs in the background without manual intervention
- Continuously monitors infrastructure health and auto-resolves issues before clients noticeMultiple times daily
Performance Metrics
Key thresholds and benchmarks monitored by this engine
Monitoring Thresholds
| Metric | Healthy | Warning | Critical |
|---|---|---|---|
| Deliverability | >95% | <95% | <90% |
| Bounce Rate | <2% | >2% | >3% |
| Reply Rate Drop | Stable | >15% WoW | >25% WoW |
| Inbox Status | Active | Flagged | |
| Domain Blacklist | Clear | Listed |
Inputs & Outputs
What goes in and what comes out
Inputs
- 1Inbox StatusHealth of all sending inboxes
- 2Campaign MetricsPerformance data per campaign
- 3Domain RecordsSPF, DKIM, DMARC, blacklist status
Outputs
- 1Incident LogFull incident record with severity
- 2Auto-Fix ActionsAutomated remediation taken
- 3Slack AlertsTeam notifications by severity
- 4Client NotificationsProactive communication on fixes
Business Impact
The measurable benefits this engine delivers
Prevention
Catch problems in hours, not days
Client Experience
"We detected and fixed this" vs "Sorry it broke"
Reputation
Demonstrates operational excellence
Efficiency
Reduce firefighting from hours to minutes
Connected Data Sources
The platforms and services this engine integrates with
Frequently Asked Questions
Common questions about The Judge
Works With
Other engines that complement this one
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