Journal

How we think about shipping.

Field notes from a Sydney practice: agents, APIs, data, and the unglamorous work that makes AI survive contact with a system of record.

All Enterprise integration2 AI consulting1 Agentic engineering1 AI-assisted coding1 Data engineering1 Product engineering1

8 July 2026

2 min read

AI-assisted coding

AI-assisted coding will not save a messy engineering org. It will make the mess faster.

Cursor and Copilot change the inner loop. They do not replace specs, review, or architecture. Here is the operating system we install around them.