AIOP Features
Everything the AI Operations Platform includes — from Claude AI reasoning to self-healing infrastructure playbooks.
Claude AI Integration
claude-sonnet-4-6 as the reasoning engine. Vault-backed credentials. Redis conversation memory. Grounded by pgvector RAG on your team's runbooks. 94% average diagnostic confidence.
n8n Workflow Engine
Self-hosted workflow automation. Alert deduplication via Redis. Parallel agent dispatch. Slack integration. PagerDuty escalation. Import ready-made workflow JSONs from the series.
PostgreSQL + pgvector
Five production-grade tables: servers, incidents, agent_actions, knowledge_base, ai_sessions. IVFFlat vector index for millisecond semantic search. REVOKE DELETE immutable audit trail.
HashiCorp Vault
KV v2 secrets engine for all API credentials. Least-privilege read-only policy. Production Raft storage with 5-key unsealing. Zero plaintext credentials anywhere in the stack.
Prometheus Fleet Monitoring
Mass node_exporter deployment via bash. 30-second scrape intervals. predict_linear() trajectory analysis. Grafana dashboards. Prometheus federation for multi-DC deployments.
RAG Knowledge Base
1536-dimensional vector embeddings via pgvector. Your team's runbooks as AI context. Cosine similarity search. No hallucination — every AI answer grounded in real institutional knowledge.
Governed Tool Executor
FastAPI service with APPROVED_TOOLS registry. L1/L2/L3 enforcement in Python code — not prompts. Paramiko SSH via Vault credentials. Every action audit-logged permanently.
Self-Healing Playbooks
5 production playbooks: disk recovery, Apache crash, MySQL memory, Exim queue flood, SSH brute-force. Verify-before-act, act-then-verify, bounded retry, always escalates with diagnostic report.
Hosting API Integrations
cPanel/WHM API for account inventory. Proxmox API for VM management. WHMCS API for billing intelligence. PagerDuty for on-call escalation. Cloudflare/PowerDNS for DNS management.
See Every Feature Built Live
The 25-episode series shows every feature implemented from scratch, step by step.
Watch the Series →