Writing about how technology is changing the way we build, lead, and work.
As AI writes and reviews more software, source code may no longer be the best place for human review to begin. This article explores a deterministic review language and graphical review interface designed to help engineers understand behavior, evidence, and risk before approving AI-generated software.
As AI takes on more of the work of creating software, the human role is shifting toward judgment. This article explores why reviewing AI-generated work requires a different mindset than building it, how our own instincts can work against us, and why experienced engineers may become even more valuable as reviewers, decision-makers, and stewards of engineering quality.