Notes on practical security, n8n automation and building things that don’t fail silently.

Automating Discord Note & Task Management with AI and n8n
Discover how to transform chaotic Discord channels into structured daily digests using n8n, advanced deduplication, and AI categorization for efficient task management.

Automate Your Screen Capture Workflow with ShareX
ShareX is a free, open-source application that combines screen capture, file sharing, and workflow automation. Learn how to configure custom upload destinations and streamline your daily IT operations.

What a Real Security Audit Delivers: Pentest vs. Scanner
Before you pay for a web application or API security audit, learn how to tell a real penetration test from a glorified scanner report. Discover the exact process, deliverables, and red flags to look for before you sign.

Proactive EOL Monitoring: Eliminating Unpatched Security Risks
Operating systems and runtimes eventually reach end-of-life, cutting off critical security patches. Discover how an automated n8n workflow tracks EOL dates to eliminate silent vulnerabilities and streamline IT upgrades.

Automated Attack Surface Monitoring with n8n and Shodan
Discover how to automate external perimeter monitoring using n8n and Shodan. Learn to build a stateless diff engine that tracks open ports and CVEs, eliminating alert fatigue while maintaining continuous visibility.

Automated Hair Loss Assessment: Structuring Treatment Protocols
Discover how a custom web application automates hair loss assessment and protocol generation. By standardizing Norwood/Ludwig staging, this tool transforms scattered research into actionable, structured daily routines.

Production-Grade n8n: Building Automations That Do Not Break
First-hand lessons from building a multi-brand social media automation pipeline on self-hosted n8n. Discover how to handle host downtime, API rate limits, and silent data errors in production.
