Codeshift's Blog

The AI Automation Blog

Real-world automation insights for startup teams tired of manual work.
We share practical guides, case studies, and honest takes on when to use AI (and when not to).
From technical deep-dives to business strategy.

How to Increase Your AI Customer Service Automation Rate from 40% to 80%?

Your AI explains refund policies but can't process them. Learn how to break through the 40% automation plateau and reach 80% with action-based AI workflows.

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Get Started with n8n: The Trigger-Flow-Action Framework for Beginners

Learn n8n automation systematically with the Trigger-Flow-Action framework instead of getting overwhelmed by 400+ nodes. Master 6 essential categories first.

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AI Agents vs RPA: A Simple Guide to Choosing the Right Automation (2025)

This article presents a practical framework for choosing the right AI workflow approach, arguing that while AI agents dominate headlines, they're only suitable for 10-15% of business processes. The author outlines four types of AI workflows—from simple rule-based systems to autonomous agents—helping businesses avoid overengineering solutions and choose the most reliable approach for their specific needs.