Full case studies

Build Logs

What was built, for whom, what broke, and the result — 3–10 min reads.

Automation & WorkflowsLive

My Voice Agent Kept Double-Booking Appointments — It Was a Race Condition, Not a Logic Bug

The agent checked availability before every booking and still double-booked slots. Here's why "check then write" isn't safe, and what actually fixed it.

Automation & WorkflowsLive

My First n8n AI Agent Build Went Into an Infinite Loop — Here's What Actually Fixed It

My first AI Agent workflow in n8n just kept looping — same tool, same call, no exit. Here's what was actually happening under the hood, and what fixed it for good, tested one change at a time.

Automation & WorkflowsLive

Which AI Model Hallucinates Least for Customer Support?

The cheapest model in a head-to-head customer support test was also the most likely to invent a policy that doesn't exist.

Automation & WorkflowsLive

Building a WhatsApp AI Chatbot With Zero API Experience

No prior API experience, just a working WhatsApp agent by the end — including the wrong ID and the payload mistake that ate an hour.