MCP

TL;DR Agentic AI is moving from toy demos to systems that must coordinate, persist memory, and interoperate across teams and services. A new survey maps the landscape—frameworks (LangGraph, CrewAI, AutoGen, Semantic Kernel, Agno, Google ADK, MetaGPT), communication protocols (MCP, ACP, A2A, ANP, Agora), and the fault lines that still block production scale. This article distills what’s ready now, what breaks in production, and how to architect for the protocols coming next. ...

Agents Under Siege: How LLM Workflows Invite a New Breed of Cyber Threats From humble prompt-followers to autonomous agents capable of multi-step tool use, LLM-powered systems have evolved rapidly in just two years. But with this newfound capability comes a vulnerability surface unlike anything we’ve seen before. The recent survey paper From Prompt Injections to Protocol Exploits presents the first end-to-end threat model of these systems, and it reads like a cybersecurity nightmare. ...