# How do you turn AI coding chaos into a repeatable… > Source: > Published: 2026-07-02 07:40:00+00:00 Vivek Raghunathan, SVP of engineering at Snowflake, joins Leaders of Code at Snowflake Summit to break down the five-stage framework his org used to go from "let chaos reign" to a repeatable, org-wide system for AI-assisted engineering.