Agentic AI isn’t learned by tools. It’s learned in phases. Prompt → Memory → Tools → Workflows → Coordination → Deployment Skip phases and you don’t get agents. You get fragile demos. Autonomy is earned — not installed.

→ View original post on X — @ingliguori, 2026-04-10 12:17 UTC