AI Pipeline¶
centinelAI uses a 4-agent pipeline built on Inngest (durable step functions) and Claude AI by Anthropic.
Full flow¶
flowchart TD
A[🔔 Webhook received\nK8s · Prometheus · GitLab] --> B
B[1️⃣ Deduplicator\nRules · No AI] --> C
B --> D[Existing group\nadds event]
C[New group created] --> E
E[2️⃣ Scorer\nClaude Haiku] --> F{Score}
F -->|Score < 30| G[🟢 UP\nNo notification]
F -->|30-69| H[🟡 DEGRADED\nDashboard only]
F -->|> 70| I
I[3️⃣ Correlator\nClaude Haiku] --> J
J[4️⃣ Notifier\nClaude Sonnet] --> K[📱 Slack\nBlock Kit]
J --> L[📧 Email\nResend]Agents¶
| Agent | Model | Time | Function |
|---|---|---|---|
| Deduplicator | Rules | ~100ms | Groups similar events |
| Scorer | Claude Haiku | ~2s | Scores 0-100 |
| Correlator | Claude Haiku | ~2s | Finds patterns |
| Notifier | Claude Sonnet | ~5s | Generates notification |
| Postmortem | Claude Sonnet | ~10s | Post-incident analysis |