insights

No-hype thinking on AI and delivery

Practical notes on becoming AI-enabled, keeping AI trustworthy, and shipping software fast · the way we actually work.

How to tell if your business is actually ready for AI

The honest checklist we use before recommending AI to any client · and the signs you should fix something simpler first.

Autonomy is a dial, not a switch. Here is how we decide where AI can act alone and where a person must sign off.

Speed is not about cutting corners. It is about tight scope, senior engineers, and heavy automation. Here is the playbook.