Real Results from Real Security Work
Case studies from incident response, server hardening, and security improvement projects.
AI-Powered Server Provisioning
!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
SaaS Startup
!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
Digital Agency
!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
Multi-Service Cloud Infrastructure
!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
PXE Network-Boot System
!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
Email Automation System
!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
Multi-Agent Discord Operations
!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
Publishing Pipeline
!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
System Performance Recovery
!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
eCommerce Store
!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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