Comparison
Agentic Coding vs Workflow vs Agent
Agentic Coding and Workflow vs Agent are both common AI/LLM terms but cover different ideas. Here is a quick side-by-side.
When you would reach for Agentic Coding
Whenever a task is well-scoped, has objective success criteria (tests pass, types check), and would take a human 15+ minutes.
Claude Code closing a GitHub issue end-to-end.
When you would reach for Workflow vs Agent
Always reach for workflow first. Move to agent only when the next step genuinely cannot be predetermined.
A workflow: incoming email → classify → route to template responder. Deterministic.
Frequently asked
What is the difference between Agentic Coding and Workflow vs Agent?
Agentic Coding: Agentic coding is an LLM-driven workflow where the model reads code, plans changes, edits files, runs commands, and iterates against feedback — autonomously closing tasks rather than just suggesting code. Workflow vs Agent: A workflow is a deterministic pipeline where humans hard-code the LLM call sequence. An agent lets the LLM decide which steps to take. Anthropic's recommended default is workflow first, agent only when needed.
When should I use Agentic Coding vs Workflow vs Agent?
Whenever a task is well-scoped, has objective success criteria (tests pass, types check), and would take a human 15+ minutes. Always reach for workflow first. Move to agent only when the next step genuinely cannot be predetermined.
Are Agentic Coding and Workflow vs Agent the same thing?
No. Agentic Coding is agents & tools; Workflow vs Agent is agents & tools. They are related but address different parts of the AI stack.