Posted on in Programming
An AI coding agent does not need a clever prompt. It needs an assignment that a reviewer could recognize after the fact.
That distinction matters. “Fix the flaky test” may be enough for a human who already knows the service, its constraints, and the team’s habits. To an agent …
Posted on in Programming
AI coding agents can produce more code than your review process can absorb.
That is the useful part and the dangerous part.
The same agent that can trace a bug across five files, update tests, adjust documentation, and clean up a few nearby rough edges can also turn a small …
Posted on in Technology Management / Leadership
AI-generated pull requests are not a new category of code. They are pull requests.
That sounds obvious, but it is the first thing teams forget when the novelty arrives. A pull request created with an AI coding agent still changes production systems, test behavior, user workflows, security posture, operational load …
