
Agentic coding models now orchestrate code, but AI-generated work demands more human accountability. This week, AI-powered tools, harness innovation, and on-the-fly testing challenge how teams manage, trust, and scale their software in 2026.

AI writes most code and lets you code from your phone, but don’t toss your review skills or process discipline just yet. AI adds new complexity—and new chores.