Tag
Articles exploring verification.
AI Engineering Transformation
AI is increasing engineering supply faster than organisations can absorb it. The real job of the CTO is shifting from making engineers faster to redesigning the system that now has to keep up with them.
Data & AI
Turning verification data into a decision system rather than a reporting exercise.
Quality Engineering
Why quality practices alone slow you down, and what changes when you treat production as a system.
AI Engineering Transformation
Review cannot keep pace with agents, and the data suggests organisations are quietly lowering the bar instead. This is what to build: requirements you can test, checks where work is produced, risk tiers, and a release decision kept apart from generation.