32% of organizations killed a software purchase because their agents could build it. The licence you avoided was never the expensive part.
Nearly 40% of sensitive migrations drift silently, and a third of those drifts are endorsed by the model that produced them.
The strongest coefficient in a study of tens of thousands of engineers is not technical. It is social.
From requirements to deployment, every SDLC phase is being redesigned by AI agents. Concrete cases, tools, pros/cons, and implementation patterns by phase.
Vibe coding is dead. Agentic engineering is here. Here's what it actually means for your hiring, skills, and team structure.