Engineering teardowns and automation playbooks
What I learn building production AI systems on AWS and automating businesses, written down with real numbers.
Recent posts
AI Automation: Your SMB's 2025 Competitive Edge
For agile SMBs, AI automation is the fastest path to efficiency, better CX, and profit—creating a durable edge in 2025.
7 AI Automation Myths Debunked for SMBs
Common misconceptions about AI automation that hold SMBs back—and the truth that will accelerate your implementation.
Best AI Automation Tools for SMBs in 2025
Top automation platforms that deliver ROI for small and mid-sized businesses—ranked by ease of use and value.
7 High-ROI AI Automations for Ecommerce
Seven automation ideas that deliver fast ROI for e‑commerce—covering support, inventory, pricing, ads, and more.
5 AI Automations You Can Launch This Week
Five high‑impact AI automations SMBs can launch in under a week—using the tools you already have.
7 High-ROI AI Automations for Service Businesses
Automation strategies that deliver immediate ROI for service-based businesses—from client onboarding to project delivery.