Codemanship (auto-discovered)

A compilation of recent studies and industry data indicates that truly autonomous and reliable long-horizon agentic software development using large language models (LLMs) is essentially science ficti…

Mutation testing, which deliberately injects errors into code to reveal gaps in automated test suites, is gaining adoption as a stronger quality gate for agentic coding, according to a blog post by Co…