Insights
Guides and honest comparisons for AI automation.
Practical writing on n8n, Zapier, Make, applied LLM products, and conversational AI in production. Written from live systems, not demos.
Latest articles
Explainer·11 min read
What is an AI automation engineer
An AI automation engineer builds production systems that combine LLMs, workflow tools like n8n, and business data. Here is what the role covers and when to hire one.
Open article →Comparison·13 min read
n8n vs Zapier vs Make in 2026
Honest comparison of n8n, Zapier and Make for real production automation in 2026. Ownership, cost at scale, AI features, and when each one is the right call.
Open article →Comparison·13 min read
Vapi vs ElevenLabs plus Twilio, honestly
Honest comparison of Vapi and the ElevenLabs plus Twilio stack for production voice AI. Latency, cost per minute, voice quality, and when each one is the right call.
Open article →