What is an Agent Operator?

The role that doesn't have a job board yet.

A GTM Engineer builds the systems that create pipeline. A growth marketer runs the campaigns. A RevOps lead manages the tools. An Agent Operator does something different: they run a team of AI agents the way a manager runs a team of people. They decide what each agent works on. They set the inputs. They review the outputs. They fix what breaks. They ship what works.

The term came from a real gap. In April 2026, Aaron Levie (CEO of Box) described a new role every team would need: someone who maps the workflows, wires the data, sets the human-agent interfaces, runs the agents, manages the evals, and ships the work. That's an Agent Operator. The job existed before it had a name.

The difference between an Agent Operator and someone who “uses AI tools” is the same difference between a project manager and someone who has a to-do list. The operator owns the system end to end. They don't use agents for one task. They run agents across an entire workflow — content creation, signal identification, enrichment, outbound, reporting — and they're accountable for what the system produces.

One operator, a team of agents, a platform underneath.

The simplest version: one person runs five to ten agents across a complete workflow. Each agent has a defined job. The operator sets the plan, routes the work, reviews the output, and makes the judgment calls the agents can't.

Here's what that looks like in practice for the first vertical I built — founder brand to pipeline:

A writer agent drafts content in the founder's voice. A designer agent builds the visual assets. An editor agent checks the work against the founder's actual posting history. A researcher agent identifies which accounts and contacts are engaging with the founder's content. A router agent moves the right signals into the outbound queue.

The operator decides what to publish. The operator decides who to contact. The operator decides what's good enough and what gets rewritten. Nothing ships autonomously. The agents do the production. The human does the judgment.

The methodology underneath is Three Rocks, Nine Pebbles, SOPs. Three priorities for the quarter. Nine deliverables underneath. Standard operating procedures that make the work repeatable when the agents execute it. The full methodology lives at /operating.

Every company that runs agents will need one.

Right now, most companies experimenting with AI agents have someone doing this work without the title. It's the RevOps lead who built the Clay workflow. It's the growth marketer who automated the enrichment pipeline. It's the founder who wired Claude into their content process and now runs it every week.

The role will formalize the same way GTM Engineer did. Two years ago, GTM Engineer wasn't a title on any job board. Today it's on thousands. Agent Operator is earlier on the same curve — but the scope is broader. GTM Engineers build pipeline systems. Agent Operators run agent teams across any business function.

The companies that figure out this role first will have the same compounding advantage that early GTM engineering adopters have now: better systems, faster execution, and a cost structure their competitors can't match by adding headcount.

r/agentoperators.

I started a subreddit for people doing this work. It's early. The people showing up are founders running their own agent stacks, operators wiring agents into real workflows, and engineers building the infrastructure underneath.

If you're running agents in production — in GTM, in content, in ops, in finance, in anything — that's the place to share what's working and what isn't.

What I'm building.

I'm Andrew McGuire. I've spent 15 years in B2B SaaS go-to-market at Zendesk, Duo Security, Temporal, and others. In January 2026 I forked OpenClaw and started building my own agent infrastructure. The first workflow I automated was founder brand content — the thing I'd been doing by hand for SaaS founders for years. One of those founders did 4M+ impressions in twelve months off posts I helped him write manually. The agents let me do that for five founders instead of one.

The platform underneath is called Zagoso. Founder Brand is the first vertical workflow running on it. The methodology is Three Rocks, Nine Pebbles, SOPs. Every Friday I write about what shipped, what broke, and what's next in a newsletter called Shipped.

If you want to watch what an Agent Operator actually does day to day, that's where to look.