Insights

Notes from the engineering floor.

Practical writing on AI, automation and building software that lasts — no hype, no filler.

The Production Checklist for AI Agents

Most agent demos never survive contact with real users. Here is the checklist we run before any Velixor agent goes live.

Velixor Labs · 8 min read

A simple framework for putting a defensible number on an automation project before you commit engineering budget.

6 min read

Row-level security, per-tenant isolation and billing design decisions you cannot easily reverse later.

9 min read

What we tell founders who want to ship an AI product without burning their runway on the wrong problem.

7 min read

Server components changed the rules. Here is the layering we use on every Velixor client build.

8 min read

Beyond cost cutting: the AI deployments we have seen move the top line for mid-market companies.

6 min read

Field notes on AI architecture, automation economics and what we learned shipping it — written by the engineers who built it.

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