What is Agentic engineering?

Agentic engineering is the practice of building software with AI agents that do more than suggest code. Agents take a task, plan how to do it, change files, run tests and hand back a result, usually as a pull request, while people stay responsible for direction and approval.

How it differs from AI-assisted coding

With an AI assistant, a developer stays in control of every keystroke and the assistant speeds up individual steps. In agentic engineering, the agent owns whole steps of the workflow, and the human role shifts to writing clear tasks, reviewing plans and verifying outcomes.

Why it matters for enterprises

• It changes how work is organised, not just how fast individuals type.
• It rewards teams with clear tickets, strong tests and automated pipelines.
• It needs explicit governance: permissions, approval points and audit trails.