Dan Leiva
The operator’s playbook for scaling AI without losing your people
AI coding tools boost throughput, but review queues are growing four times faster, and trust in the code keeps falling.
Ownership assigned after launch is not ownership
When engineering teams wait for a governance review to define accountability, the system already decided.
The checkbox that isn’t a control: Rethinking human-in-the-loop for ISVs
Relying on a final review screen fails to catch systemic AI errors. Software vendors must architect genuine oversight directly into the product.










