ES Connected (yellow) DEMO GitHub
Total Incidents
3
Last: 2 min ago
Open Incidents
1
Awaiting approval
Resolved
2
Auto-remediated
Current Error Rate
52.5
Baseline: 6.8 (7.7x spike)

Recent Incidents

3 total
P1openINC-7d60
10:48:44 PM
AttributeError in pipeline.py caused by null user object due to faulty authentication flow after connection pool size was reduced from 10 to 5.
Action: Rollback commit a1b2c3d4 and increase pool size back to 10
P2approvedINC-3e89
9:32:11 PM
TimeoutError on payment-service upstream calls after DNS resolver configuration change in deployment #143.
Resolved in 4 minutes via rollback
P2approvedINC-a4f2
7:15:30 PM
ConnectionRefusedError to database after max pool size was reduced, causing connection exhaustion under load.
Resolved in 8 minutes via config change

Agent Activity Log

10 entries
22:48:44OrchestratorStarting anomaly check
22:48:44OrchestratorAnomaly=True (7.7x spike detected)
22:48:44OrchestratorLaunching Sleuth, Historian, Scribe in parallel
22:48:44SleuthSearching errors from last 30 minutes
22:48:44SleuthCompleted in 458ms (model=llama-3.1-8b-instant)
22:48:44SleuthFound: AttributeError in pipeline.py
22:48:45HistorianSearching commits for: AttributeError
22:48:45HistorianCompleted in 312ms (model=llama-3.1-8b-instant)
22:48:45HistorianCulprit: a1b2c3d4 by Alice Chen (pool size change)
22:48:45ScribeSearching runbooks for: AttributeError
22:48:46ScribeCompleted in 709ms (model=llama-3.1-8b-instant)
22:48:46ScribeFound 2 runbooks, 3 remediation steps
22:48:46OrchestratorAll agents reported back
22:48:47OrchestratorConflict resolution complete. Severity: P1
22:48:47OrchestratorIncident INC-7d60 created. Posted to Slack.
Python 3.11 Elasticsearch 8.x ES|QL FastAPI Groq LLM LLaMA 3.1 Slack API GitHub API Docker Kibana asyncio

System Architecture

ES Anomaly Detection ──> Orchestrator ──> ┌ Sleuth (APM Errors from Elasticsearch) (ES|QL 3x spike) ├ Historian (Git Commits from GitHub) └ Scribe (Runbooks from Elasticsearch) │ Conflict Resolution <──┘ (LLM synthesizes all findings) │ Slack Alert ──> Human Approval ──> Rollback [Approve] [Dismiss] (guardrails enforce)