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Notes from the workshop

What we're learning while building software, Shopify stores, and AI automations for clients — written for practitioners, not algorithms.

FeaturedAI Automation6 min read

What Is Agentic AI? A Practical Guide for Business Teams

Agentic AI goes beyond chatbots — it plans, uses tools, and completes multi-step work. Here's what that means in practice and where it pays off first.

Ayesha Khan

July 1, 2026

AI Automation7 min read

n8n vs Zapier: Which Automation Platform Should Growing Teams Choose?

Zapier wins on day one, n8n wins on day one hundred. A practical comparison of cost, control, and complexity for teams that are outgrowing simple zaps.

Omar Siddiqui

June 10, 2026

Shopify8 min read

7 Shopify Theme Performance Tips That Actually Move Core Web Vitals

Most Shopify speed advice is generic. These are the seven fixes we apply on real client themes, ranked by how much they move LCP, CLS, and conversion.

Sara Malik

May 22, 2026