How AI-powered architectures that plan, act, and use tools autonomously are reshaping integration and workflow — covering agentic patterns, MCP and A2A protocols, orchestration frameworks, human-in-the-loop design, guardrails, observability, and economic risk management.
...memory, tool use, human oversight. MCP (Model Context Protocol) and A2A (Agent-to-Agent) are the emerging standards for agent integration. Human oversight must be designed in, not assumed. The shift from static...