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.
...Planning Breaks a goal into steps Planner component; plan storage Tool use Invokes external tools (APIs, databases, code) Tool registry; tool calling protocol Memory Retains context across steps Short-term...