KuyaOps Wiki
A comprehensive, production-grade technical wiki covering FinOps, SecOps, AIOps, DevOps, and SRE — built from 15+ years of hands-on experience scaling infrastructure for millions of users across Samsung Knox, Samsung Pay, SmartThings, and enterprise platforms.
🛡️ Your Complete Infrastructure Operations Reference
This wiki contains work instructions, best practices, production-ready code samples, and architectural guidance for modern platform engineering teams.
Navigate by Section
Choose a section below to explore detailed guides, implementation steps, and production-ready configurations.
DevOps
CI/CD pipelines, Terraform, Ansible, Kubernetes, GitOps — from fundamentals to enterprise-scale implementations.
SRE
SLOs/SLIs, incident management, post-mortems, monitoring, and reliability engineering patterns.
SecOps
HashiCorp Vault, vulnerability scanning, compliance frameworks, Wazuh EDR, and zero-trust IAM.
FinOps
Cloud cost optimization, OptScale, tagging strategies, budget management, and unit economics.
AIOps
AI-powered log analysis, intelligent monitoring, anomaly detection, and ML pipeline operations.
Automation
Python + GitHub API automation, self-service platforms, and infrastructure provisioning scripts.
Projects
AI PDF Search, PokerLab, BeatDApp, and Terraform Datadog module documentation and guides.
About
About John Ian Medilo, certifications, and the experience behind this wiki.
What to Expect
Every page in this wiki follows SRE documentation best practices:
- Work Instructions — Step-by-step implementation guides with numbered steps
- Production Code — Real, working Terraform, Python, YAML, and shell examples (not pseudocode)
- Best Practice Callouts — Tips, warnings, and informational notes throughout
- Reference Tables — Quick-reference tables for commands, configurations, and comparisons
- Architecture Diagrams — Visual representations of systems and workflows
Wiki Features
| Feature | Description |
|---|---|
| 🔍 Search | Real-time search across all pages (Ctrl+K keyboard shortcut) |
| 🌙 Dark Mode | Toggle between light and dark themes (preference saved) |
| 📋 Copy Code | Click "Copy" on any code block to copy to clipboard |
| 📑 Auto TOC | Right sidebar shows page navigation with scroll highlighting |
| 📱 Responsive | Works on desktop, tablet, and mobile devices |
| 🖨️ Print Friendly | Clean print styles for documentation hard copies |
Quick Links by Topic
Getting Started
- DevOps Fundamentals — CALMS framework, DORA metrics
- SRE Principles — Error budgets, toil reduction
- SecOps Overview — Shift-left security
- FinOps Fundamentals — Cloud cost management
- AIOps Introduction — ML for operations
Popular Implementation Guides
- GitHub Actions CI/CD — OIDC auth, reusable workflows
- HashiCorp Vault — Dynamic secrets, PKI, K8s integration
- Terraform Basics — State management, modules, workspaces
- Monitoring & Observability — Datadog, Prometheus, Grafana
- Python + GitHub API — Repo provisioning, user management
Feedback & Contributions
This wiki is a living document maintained by John Ian Medilo. For feedback, corrections, or suggestions, reach out via GitHub or LinkedIn.