Episode 01 · ~20 min
What Is an AI Operations Platform?
Introduction to AIOP: the AI-assisted NOC for hosting providers. Architecture overview, governance model, and 25-episode...
Premium Resources
All 25 episodes, all documentation and all code — completely free. Watch, download and build at your own pace.
25
Free Episodes
~20 min each, live terminal
3
Free PDF Guides
Implementation manual, task list, playbook
1,408
Documented Tasks
Every command, every config
~8.5hrs
Total Content
Phase 0 through Phase 8
Free Documentation Bundle
Download all three AIOP documentation PDFs at no cost. Every task, every command, every escalation procedure — documented.
AIOP Implementation Manual
The complete 1,141-paragraph implementation workplan covering all phases from planning to production go-live. Every task documented.
PDF
Free download
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AIOP Task List (P0–P6)
Step-by-step task list for all 7 phases with every command copy-paste ready. 1,408 tasks across Phase 0 to Phase 6.
PDF
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AIOP Incident Response Playbook
Complete P1 incident response playbook (AIOP-IRP-001) for server-down scenarios. Roles, timelines, escalation matrix.
PDF
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AIOP Content Creation Pack
25 Facebook posts, 25 YouTube titles, 25 YouTube descriptions — ready to copy-paste for the full series.
DOCX
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All 25 Episodes — Free to Watch
From a blank Ubuntu server to a production AI Operations Platform. Every command typed live on screen. Subscribe to get notified when new episodes drop.
Phase 0 — Planning
Phase 1 — Infrastructure
Phase 2 — Platform Services
Phase 3 — AI Core
Phase 4 — AI Agents
Phase 5 — Hosting Integration
Phase 6 — Hardening
Phase 6 — Go-Live
Phase 7 — Advanced AI
Phase 8 — Scale
Phase 8 — Future
Phase 0 — Planning
Episode 02 · ~20 min
AIOP Tech Stack Explained
Deep-dive into all 10 tools: Claude AI, n8n, PostgreSQL, pgvector, Redis, OpenSearch, Prometheus, Grafana, Vault, Slack....
Episode 03 · ~20 min
Before You Build: Prerequisites
Team roles, hardware specs, and all 8 API credentials you need before touching a terminal....
Phase 1 — Infrastructure
Episode 04 · ~20 min
Harden Your Linux Server
UFW firewall, fail2ban, dedicated system user — full Ubuntu 22.04 hardening walkthrough....
Episode 05 · ~20 min
Install Docker and Docker Compose
Docker Engine, Compose plugin, directory structure, and the master .env file....
Episode 06 · ~20 min
Deploy Your Full AI Ops Stack
docker compose up -d: 7 services live, 7 health checks green....
Phase 2 — Platform Services
Episode 07 · ~20 min
Build the AI Ops Database Schema
5 PostgreSQL tables: servers, incidents, agent_actions, knowledge_base, ai_sessions....
Episode 08 · ~20 min
HashiCorp Vault Secrets Management
KV v2 secrets engine, all 7 credentials stored, least-privilege policy....
Episode 09 · ~20 min
OpenSearch for Log Management
aiop-logs and aiop-incidents indexes, millisecond full-text search....
Phase 3 — AI Core
Episode 10 · ~20 min
Connect Claude AI to Infrastructure
claude_client.py, Vault-backed credentials, Redis memory, live diagnosis demo....
Episode 11 · ~20 min
Build an AI Alert Router in n8n
Prometheus ? Redis dedup ? Claude classification ? Slack routing in n8n....
Episode 12 · ~20 min
Slack Bot with AI Slash Commands
/aiop status, /aiop diagnose — 6 AI agents wired to Slack....
Episode 13 · ~20 min
Build a RAG Knowledge Base
pgvector semantic search over 10 hosting runbooks — no hallucination....
Phase 4 — AI Agents
Episode 14 · ~20 min
Governed AI Tool Executor
FastAPI + APPROVED_TOOLS + L3 gate in Python code, not prompts....
Episode 15 · ~20 min
Testing AI Agents: Live Demo
MySQL killed and self-healed in 88 seconds. L3 gate tested. Audit verified....
Phase 5 — Hosting Integration
Episode 16 · ~20 min
Mass Deploy Prometheus Monitoring
node_exporter across 47 servers with one bash script....
Episode 17 · ~20 min
cPanel, WHMCS and Proxmox APIs
All three hosting APIs connected, live billing query demo....
Phase 6 — Hardening
Episode 18 · ~20 min
Production Security Hardening
Vault production Raft, TLS everywhere, n8n RBAC, Trivy scan....
Episode 19 · ~20 min
UAT Testing and P1 Incident Drill
5 UAT scenarios, P1 drill, 23-minute recovery. Cleared for go-live....
Phase 6 — Go-Live
Episode 20 · ~20 min
AIOP Go-Live Day
12-point checklist, production cutover, automated backups, first live alert....
Phase 7 — Advanced AI
Episode 21 · ~20 min
Multi-Agent AI Orchestration
Cascading failure: 3 agents coordinate, 88-second resolution....
Episode 22 · ~20 min
Predictive Maintenance with AI
48-hour failure prediction with predict_linear() and Claude....
Episode 23 · ~20 min
Self-Healing Infrastructure
5 playbooks: disk, Apache, MySQL, Exim, SSH brute-force....
Phase 8 — Scale
Episode 24 · ~20 min
Scale AIOP to 1000+ Servers
n8n cluster, Prometheus federation, PostgreSQL replicas, 64:1 ROI....
Phase 8 — Future
Episode 25 · ~20 min
The Future of AI Hosting Ops
MCP, autonomous infrastructure, digital twins, 2028 economics. Series finale....
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