Karthikeyan VK — WritingThoughts on Agentic AI, engineering leadership, and building with technology by Karthikeyan VK, CTO and international AI speaker.https://karthikeyanvk.com/en-usModel Context Protocol (MCP): The AI Integration Standard Engineering Leaders Need to Understandhttps://karthikeyanvk.com/writing/mcp-model-context-protocol-explained/https://karthikeyanvk.com/writing/mcp-model-context-protocol-explained/MCP is becoming the standard interface between AI agents and your internal tools. Here is what it is, how it works, and how to evaluate it for your engineering team.Tue, 20 May 2025 00:00:00 GMTMCPAgentic AIEngineering LeadershipWhat Every CTO Needs to Know About Agentic AI in 2025https://karthikeyanvk.com/writing/agentic-ai-cto-guide/https://karthikeyanvk.com/writing/agentic-ai-cto-guide/Agentic AI is reshaping enterprise software faster than cloud did. Here is what matters for CTOs: the real architecture, the real risks, and where to start building today.Sat, 15 Mar 2025 00:00:00 GMTAgentic AICTO LeadershipAI StrategyFrom Software Architect to CTO: The Mindset Shift That Changes Everythinghttps://karthikeyanvk.com/writing/software-architect-to-cto/https://karthikeyanvk.com/writing/software-architect-to-cto/The jump from software architect to CTO is not a technical promotion. It is a role redefinition — and most architects who get the title never fully make the mental transition.Fri, 10 Jan 2025 00:00:00 GMTCTO LeadershipSoftware ArchitectureCareer