Getting an agent to answer questions is easy.
Getting it to perform real work—reliably, repeatedly, and within organizational boundaries—is much harder.
Prompts can describe what an agent should do.
They cannot guarantee that the action is implemented consistently, safely, or in a way other agents can reuse.
One line from our latest piece:
“Prompts tell an agent what you want. Skills give it a reliable way to act.”
A production-ready agent needs clear separation between:
Reasoning — handled by the model
Knowledge —provided through retrieval and memory
Actions — exposed through tools and reusable Skills
Process — coordinated by workflows
Control — enforced by the runtime
The shift from answering questions to doing work isn’t just a prompt-engineering upgrade.
It’s an architecture change.
Read the full piece:https://dub.sh/AB0UYea
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