https://www.pgelephant.com/ai/how-ai-agents-work-tools-memory-mcp-guardrails 2026-08-27T13:08:03-07:00 weekly 0.85 https://i.ytimg.com/vi/kY--WQxI2Rw/hqdefault.jpg How AI Agents Work: Tools, Memory, MCP, Guardrails How AI agents work beyond the LLM: prompt → tool call → policy → runtime → observation. Follow one agent from a user request to a controlled real-world action-plus memory, MCP, and guardrails. What you will learn • Why writing a plan is not taking an action • Structured tool calls and the agent loop • Session context vs durable memory • MCP discovery is not permission • Policy gates, human approval, budgets, and tracing Playlists AI Agents: https://www. https://www.youtube.com/embed/kY--WQxI2Rw 2026-08-27T13:08:03-07:00 Dr. Ibrar Ahmed 649 yes no no