Opus 4.7 is here [1]. For developers caught halfway through a project, an upstream model change can turn a tidy sprint into a corrosive detour. The industry needs mechanics—not manifestos—to manage mid‑stream churn.
As AI generates and modifies code, teams need provenance. Embedding AI-generated metadata in git commits makes automated edits auditable, reviewable, and manageable.
AI is no longer an exotic assistant; it now alters repositories in ways that demand policy, boundaries, and measured tooling. Be intentional about how AI changes your codebase to avoid erosion of ownership, test reliability, and security.
I used GPT-5 & Cursor to do some vibe coding and built an iOS App
In 1956, Allen Ginsberg wrote "Howl," a visceral critique of a society that reduced individuals to mere cogs in the machinery of capitalism and conformity. Ginsberg symbolized this destructive force as "Moloch," an entity consuming human creativity, authenticity, and spirit [1]. Today, as artificial intelligence—especially