Real Results from Real Security Work

Case studies from incident response, server hardening, and security improvement projects.

Case Study #1

AI-Powered Server Provisioning

DevOps / AI Infrastructure

!Problem

Setting up OpenClaw AI assistant on fresh Ubuntu servers required multiple manual steps with no repeatable automation for future deployments

🔍Root Cause

Manual server provisioning is error-prone, time-consuming, and not reproducible; no standardized process or documentation

🔧Fix Implemented

  • Automated user creation with sudo privileges and SSH key propagation
  • Ubuntu native GNOME desktop environment deployment on headless server
  • TigerVNC server configuration with systemd service for persistent remote access
  • Google Chrome installation for OpenClaw browser extension support
  • Node.js 22 + OpenClaw deployment with non-interactive onboarding
  • Built reusable AI agent with 9 modular skills for fully automated provisioning
  • Self-contained bash profile sync system (machine-independent)
  • Secure credential management with templated storage (no hardcoded paths)

Outcome

  • Full server provisioned from scratch to production-ready in under 30 minutes
  • Reusable agent + skills framework enables one-command deployment on any new server
  • Idempotent design — safe to re-run, auto-detects existing components and skips
  • Zero manual intervention for core setup (API keys remain user-configured)
  • Complete audit trail with detailed logs for every action taken

Time to Stabilize

Same session — full provisioning including desktop, VNC, Chrome, and OpenClaw

Long-term Prevention

  • Agent audits server state before every run
  • Modular skills independently updatable
  • Templated credential management portable across machines
Case Study #2

SaaS Startup

Technology

!Problem

Linux server experiencing random crashes and high CPU usage

🔍Root Cause

Misconfigured services, insecure SSH access, resource-intensive background processes

🔧Fix Implemented

  • SSH hardening with key-based auth
  • Firewall policy optimization
  • Service configuration cleanup
  • Resource monitoring implementation
  • Kernel parameter tuning
  • Log aggregation and alerting

Outcome

  • Server uptime improved to 99.9%
  • CPU usage reduced by 60%
  • Load times decreased by 50%
  • Security incidents dropped to zero

Time to Stabilize

48 hours

Long-term Prevention

  • Real-time monitoring dashboard
  • Automated security updates
  • Quarterly security audits
Case Study #3

Digital Agency

Marketing

!Problem

Client sites repeatedly infected with malware despite cleanup attempts

🔍Root Cause

Shared hosting vulnerability, outdated WordPress cores, weak password policies

🔧Fix Implemented

  • Server isolation strategy
  • WordPress core and plugin mass update
  • Password policy enforcement
  • Two-factor authentication rollout
  • Centralized security monitoring
  • Client security training

Outcome

  • Malware reinfections stopped across all sites
  • Agency reputation restored
  • Client retention improved
  • New security service offering launched

Time to Stabilize

1 week for all client sites

Long-term Prevention

  • Managed security service for clients
  • Monthly vulnerability scanning
  • Security incident response plan
Case Study #4

Multi-Service Cloud Infrastructure

Internal Operations

!Problem

Needed secure hosting for multiple self-hosted applications with reliable remote access, without exposing services directly to the internet

🔍Root Cause

Traditional 'open ports everywhere' approach creates security risks and maintenance overhead

🔧Fix Implemented

  • Deployed hardened Ubuntu VMs on Oracle Cloud Infrastructure
  • Implemented Cloudflare Tunnels (cloudflared) for secure inbound access
  • Set up Coolify for centralized app deployment management
  • Deployed MeshCentral for persistent remote device management
  • Added Kasm Workspaces for secure browser-based workspace access
  • Zero-touch automated enrollment patterns

Outcome

  • Secure remote access without direct service exposure
  • Scriptable and repeatable deployment workflow
  • Foundation ready to host automation tools and internal systems
  • Low operational overhead for solo management

Time to Stabilize

1 week for full stack deployment

Long-term Prevention

  • Tunnel-based access control
  • Automated enrollment patterns
  • Infrastructure-as-code documentation
Case Study #5

PXE Network-Boot System

R&D / Education

!Problem

Manual OS installations don't scale and create inconsistencies across multiple machines; needed automated, secure, reproducible provisioning for exam/lab scenarios

🔍Root Cause

Mixed hardware, human error in manual setups, lack of centralized management

🔧Fix Implemented

  • Built PXE boot environment using dnsmasq, TFTP, and iPXE on Ubuntu Server
  • Automated installations with cloud-init provisioning
  • Implemented SquashFS-based image deployment workflow
  • Auto-enrolled machines into MeshCentral for centralized management
  • Routed secure access via Cloudflare Tunnels

Outcome

  • Network-bootable laptops with zero-touch provisioning
  • Automatic enrollment into remote management system
  • Reproducible and controlled environment for secure exam/lab delivery
  • Near-zero human error in deployment

Time to Stabilize

2 weeks for full automation pipeline

Long-term Prevention

  • Documented PXE flow and provisioning checklists
  • Repeatable deployment SOPs
  • Centralized management monitoring
Case Study #6

Email Automation System

Marketing / Outreach

!Problem

Manual email outreach was slow, inconsistent, and lacked engagement tracking; needed a cost-effective solution that wouldn't damage sender reputation

🔍Root Cause

No automated workflow, missing tracking infrastructure, deliverability risks

🔧Fix Implemented

  • Set up complete email authentication (SPF, DKIM, DMARC)
  • Built multi-step workflow in n8n pulling lead data from Google Sheets
  • Developed custom tracking pixel endpoint using FastAPI
  • Integrated SMTP provider routing with warm-up controls
  • Implemented open/click event logging back to spreadsheet

Outcome

  • Successful test campaign with full tracking capabilities
  • Open and click events logged accurately
  • System ready to scale gradually with deliverability protections
  • Complete audit trail for all outbound communications

Time to Stabilize

1 week for workflow + tracking infrastructure

Long-term Prevention

  • Gradual warm-up schedule
  • Monitoring alerts for reputation tracking
  • Domain reputation monitoring
Case Study #7

Multi-Agent Discord Operations

Automation / AI

!Problem

Needed always-on agents that could run separate workstreams and report to Discord channels without context mixing or unpredictable behavior

🔍Root Cause

Lack of session isolation, unclear persona rules, operational safety concerns

🔧Fix Implemented

  • Designed multi-agent workflows using OpenClaw with Discord integration
  • Created structured persona control files (SOUL.md / IDENTITY.md patterns)
  • Implemented session separation and monitoring workflows
  • Established operational playbook for multi-agent management

Outcome

  • Streamlined Discord management and workflow execution
  • Consistent agent behavior across sessions
  • Clear operational discipline for solo operator
  • Predictable and maintainable multi-agent system

Time to Stabilize

Ongoing iterative refinement

Long-term Prevention

  • Documented persona rules and session conventions
  • Channel mapping SOPs
  • Behavior monitoring protocols
Case Study #8

Publishing Pipeline

Content Creation

!Problem

Needed repeatable workflow for technical book production (print + EPUB) with consistent formatting and editorial continuity

🔍Root Cause

Manual formatting creates inconsistencies; AI writing agents lose voice and context without proper rules

🔧Fix Implemented

  • Defined structured book metadata and layout requirements
  • Created Book Writing Agent persona with strict continuity rules
  • Established publishing pipeline structure (Pandoc/EPUB/print workflow)
  • Set up KDP-compliant formatting templates

Outcome

  • Agent maintains consistent writing voice and editorial standards
  • Repeatable pipeline for future book projects
  • Publishing-ready output format established
  • Structured workflow for multi-format distribution

Time to Stabilize

Iterative refinement ongoing

Long-term Prevention

  • Templated metadata documentation
  • Formatting checklists
  • Reusable persona documentation
Case Study #9

System Performance Recovery

Personal Productivity

!Problem

Disk pressure and system clutter impacting performance and focus; Docker volumes and caches silently consuming storage

🔍Root Cause

Accumulated cache debris, unmaintained Docker volumes, scattered external media, lack of cleanup routine

🔧Fix Implemented

  • Executed comprehensive cleanup routines (cache clearing, volume management)
  • Organized external media workflow
  • Applied safe deletion verification procedures
  • Implemented focus/timeboxing workflow habits

Outcome

  • 100+ GB storage reclaimed
  • Improved system performance and responsiveness
  • Cleaner development environment
  • Better focus and reduced distraction

Time to Stabilize

2 days for full cleanup

Long-term Prevention

  • Documented cleanup checklist
  • Safe-delete SOPs
  • Scheduled maintenance routine
Case Study #10

eCommerce Store

Retail

!Problem

WooCommerce site hacked with spam injection, blacklisted by Google

🔍Root Cause

Vulnerable plugin version + weak admin credentials

🔧Fix Implemented

  • Complete malware cleanup and spam removal
  • Plugin security audit and updates
  • Hardened WordPress configuration
  • WAF rules implementation
  • File integrity monitoring
  • Admin access controls strengthened

Outcome

  • Reinfection stopped completely
  • Google blacklist removed within 48 hours
  • Page load time improved by 40%
  • No security incidents in 12+ months

Time to Stabilize

Same day for critical issues, 72 hours for complete hardening

Long-term Prevention

  • Weekly security scans
  • Automated plugin vulnerability alerts
  • Monthly security posture reviews

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