AI Systems· 5 May 2026
AI Agents vs. Workflows: Which One Does the Job?
Understanding the difference between deterministic workflows and flexible AI agents in modern automation systems.
Intermediate · 8 min read
/ Lab Notes
Field Notes on Systems + Automation
Practical notes on n8n, automation thinking, AI workflows, and how systems actually behave when they are running in the real world.
Automation Strategy· 5 May 2026
The First Rule of Automation: Don’t Automate the Mess
Why bad processes become worse when automated, and how to simplify before building systems.
Beginner · 6 min read
n8n Basics· 5 May 2026
What Is a Webhook? The Doorbell of Your Automation System
A beginner-friendly explanation of webhooks, why they matter, and how a website form can trigger an automation workflow.
Beginner · 7 min read
AI Systems· 5 May 2026
What Is AI Orchestration? The Difference Between a Prompt and a System
Understanding how AI orchestration connects tools, memory, logic, and workflows into repeatable systems.
Intermediate · 8 min read
n8n Basics· 5 May 2026
What Is n8n? A Plain-English Guide for People Who Don’t Want Another Dashboard
A simple guide to what n8n does, why teams use it, and how workflows can connect the repetitive parts of a business.
Beginner · 8 min read