Johannes Walleboom
Occasional notes about software engineering, architecture, AI and things I've learned while building systems.
Evaluating AI-assisted pull-request review needs measurable quality signals, not only subjective productivity claims.
As coding agents improve, repositories need to communicate architectural context, constraints and intent in addition to source code.
A major-version upgrade has an opportunity cost. Postponing can be technically responsible when support is intact and new capability does not advance product or architecture goals.