Google Introduces Gemini 4 Carbon: Advances in Agentic Coding and Cybersecurity
Google’s Gemini 4 Carbon brings gains in agentic coding and cybersecurity, with initial access for trusted cyber defenders and a phased Fairwind rollout.









TECHNOLOGY RESEARCH. SYSTEMS ECONOMICS.
Independent research and advisory at the intersection of cloud, AI, digital infrastructure, and economics.
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Architecture, cost, performance, and market context belong in the same conversation.
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Assess the architecture, business goals, and market forces shaping your decisions.
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THE PERSON BEHIND THE PERSPECTIVE
Sarbjeet brings a systems-economics perspective to the technologies reshaping enterprise computing. His work connects digital infrastructure and market shifts with the decisions that business and technology leaders need to make.
STACK LENS
Perspectives on technology, economics, and the business of computing.
Google’s Gemini 4 Carbon brings gains in agentic coding and cybersecurity, with initial access for trusted cyber defenders and a phased Fairwind rollout.
Microsoft is offering voluntary exits to approximately 60,000 eligible employees, or around 27% of its reported global workforce.
NVIDIA’s #GTC Berlin keynote ends with amusing robots from Pollen Robotics joining NVIDIA CEO Jensen Huang on stage! I created a short, amusing video
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