06/08/2026
A CTO told us last month: “We have three AI agents running in production.”
When we asked what happens when two of them disagree, there was a pause.
That pause is the entire agentic AI conversation in 2026.
Everyone's shipping agents. Few have designed for what happens when an agent's decision needs to be questioned, reversed or escalated — the parts that don't show up in a demo.
Our latest guide walks through what separates a demo-ready agent from a production-ready one: the memory architecture that lets an agent retain context across a workflow, the tool-access boundaries that limit what it can actually touch, an honest comparison of LangGraph, CrewAI, and LlamaIndex and where each earns its complexity and the failure-recovery design most teams only build after the first incident.
Worth the read if your team is past the pilot and asking what production actually requires.
🔗 https://www.alignminds.com/agentic-ai-development-a-complete-enterprise-guide/