How AI is Quietly Changing How We Build Software?

AI now slips into every build step: LLMs draft backlog tickets, code models autocomplete functions and tests, RL speeds up CI, smart classifiers pick only the tests your diff needs, Bayesian watchers guard canary releases, and embedding clusters surface new errors with LLM runbooks to fix them—shrinking feedback loops while you keep coding.