This Week I Learned - Week 33 2026
This Week I Learned - * According to AI-ML guru Andrew Ng, these are the four most important AI engineering skills: Building and deploying AI applications Software engineering fundamentals Using coding agents Shaping the build * GitHub has rebuilt Copilot review around an agentic architecture that gathers broader repository context, uses tools, produces findings, and can hand fixes to another coding agent. This is substantially more than autocomplete added to old review. - The GitHub Blog * Shadow AI refers to consumer-facing AI applications and standalone agents deployed across your organization without IT visibility or approval. These agents can operate autonomously on user devices, creating blind spots in your security and compliance posture. Microsoft now ships specific discovery, monitoring and governance for unmanaged AI agents. Shadow AI blocking currently apply only to managed Windows devices enrolled with Microsoft Intune. * AI can boost learning productivity,...
