Insights

Writing on Laravel, AI Agents & Automation

Practical articles from building production Laravel applications, AI agents, and n8n workflows.

Automation

Jul 17, 2026

The checklist I use before an n8n workflow goes live: error workflows, safe retries, validation, idempotency, growth, secrets, and backups.

n8n Workflow Architecture Production Systems

Systems Engineering

Jul 10, 2026

Eight years at Siemens taught me commissioning, alarm discipline, and change control. Those habits shape how I build web apps and AI workflows today.

Systems Engineering Industrial Automation Career Journey