Software Engineer
Microsoft’s Binlog Analyzer grounds AI answers in real build evidence and verifies fixes with before-and-after logs.
Microsoft’s Binlog Analyzer grounds AI answers in real build evidence and verifies fixes with before-and-after logs.
Copilot’s expanded app metrics are useful, but teams should measure outcomes and cost rather than celebrate activity alone.
Coding-agent governance only works when the same rules follow developers across every client and cloud task.
Autonomous coding sessions can be useful, but only when teams are clear about permissions, tests, and what still needs a human decision.
The best use of AI in code review is not adding more comments. It is finding the few things that actually matter.