What changed, agents are not chatbots anymore Agent applications don’t merely answer questions. They plan, retrieve, remember, and execute actions through tools. Once your system can call an MCP server that can touch files, repos, tickets, cloud APIs, or internal data, you’ve built an automation platform with a probabilistic planner at the center. That shift … Continue reading Agentic AI Security in Production — MCP Security, Memory Poisoning, Tool Misuse, and the New Execution Boundary