What We Learned Letting a Model Write the Boilerplate
13 May 2026, 10:15 – 10:45 · Room 2B · AI Engineering · Talk (30 min)
A year of code generation confined to the parts of the codebase nobody enjoys: adapters, fixtures, migrations, tests for pure functions. What it was good at, where the review burden ate the gain, and the one category of change we stopped allowing it near.
Speakers
Marcus Okafor
Staff Developer Advocate, Cloudreach Labs