Large language models (LLMs) seemed to arrive in a flash. Monumental productivity gains were promised. Coding assistants flourished. Millions of multi-line code blocks were generated with a key press ...

Teams tend to need more strong reviewers, integrators and engineers who understand the business domain and system behavior end to end.

The average AI-generated pull request has 10.83 issues compared with 6.45 for human code, report claims Quality can be better in terms of typos, leaving room for human reviewers Microsoft code patches ...

Multi-agent orchestration makes workflow more inspectable, with clear handoffs and a QA backstop. Breaking the work into discrete steps makes the output easier to audit and fix. A timestamped handoff ...

As artificial intelligence begins writing more code than humans do, the meaning of clean code is undergoing a profound shift ...