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What Briefing My AI Agents Taught Me About My Own Business

Writing briefs for AI agents forced me to define my own standards out loud. That turned out to change how I think, not just how I work.

Dharmendra Jagodana·August 10, 2026·5 min read

Three years. That's how long I'd been writing LinkedIn content without ever writing down how I do it.

When I set up a Content Creator from the Marketing department and had to write a brief, I ran into a problem. Not a technical one. The agent needed instructions. Not vague ones. Specific ones it could follow.

That brief took 40 minutes to write. The post I was trying to replace would have taken 20.

But at the end of those 40 minutes, I understood my own content strategy better than I had the day before.

Why Writing AI Agent Briefs Is Harder Than It Looks

The Content Creator needed answers I'd never given out loud.

Who's the audience? Solo founders, yes, but what kind? Early-stage? Post-revenue? What specific problems are they dealing with right now? What's the tone? Direct, but how direct? How much personality before it starts feeling like content marketing?

And the question I'd never had to answer before: what makes a piece worth publishing versus not?

I had instinctive answers to all of these. After three years, I should. But instinct doesn't transfer. You can't paste a feeling into a brief.

That's the tension. The agent can do the work. But you have to give it the judgment first.

The Pattern Repeated Across Every Department

The same thing happened with my SEO Specialist from Marketing. Writing a brief to produce keyword-targeted content forced me to commit. Not to a list of things I might want to rank for one day, but to an actual priority order with reasoning. I'd had a vague sense of my SEO strategy. The brief turned it into a decision I could defend.

The Support department was the clearest example. Setting up my Support Responder meant writing out what a good customer interaction looks like, step by step. I'd been handling support for years. The brief revealed I had three different standards depending on the situation, none of which I'd ever consciously put into words.

Each brief became documentation I'd been postponing indefinitely.

Why Founders Never Write This Stuff Down

Nobody makes you.

When you're the only person doing the work, the process lives in your head. The standards are implicit. You know when something's right, and that's enough.

Until it isn't.

You can't brief an agent on a vibe. You have to state what you want, what success looks like, and what to avoid. The agent does exactly what you said. If what you said was vague, the output will show you immediately.

That feedback loop is uncomfortable at first. It's also one of the most useful things I've found in two years of working with AI agents. A bad output isn't a sign the agent is broken. It's a sign your brief left something out.

What the Feedback Loop Teaches You

After 30 days of writing briefs, getting outputs, and refining, I noticed something.

I was thinking more clearly about my own work, not just the agent's work.

The clarity from briefing started carrying into other parts of the business. Client calls where I had to articulate a strategy. Proposals where I needed to explain my approach. Decisions I'd previously made on gut instinct.

The agents made me articulate. Articulation made me sharper.

I don't think I could have gotten that from a book or a course. The feedback was too direct, too immediate, and too tied to work I was doing right now.

Who Should Start With This

If you've been doing the same task for more than six months, that's your first brief.

You already have standards. You've made the judgment calls hundreds of times. You just haven't written them down.

Pick your most repetitive task. It might be content. It might be responding to leads. It might be writing project updates to clients. Set up the relevant agent from whichever department covers it and write the brief.

Don't try to get it right the first time. The first brief will be incomplete. The agent will show you where.

That's the point.

The Part That Doesn't Work If You Skip It

This only works if you refine your briefs when the output is off.

A lot of founders get a bad output and decide the agent doesn't work. But the agent is showing you something: your brief wasn't specific enough about the thing that matters most.

Get curious about the failure. What did you not say? What did you assume the agent would know? Revise the brief. Run it again.

If you skip that step, you're treating the agent like a lottery ticket. You'll get lucky sometimes and give up the rest of the time.

The founders who get the most out of their AI teams are the ones who treat a bad output as a brief problem, not an agent problem. It almost always is.


You're still the decision-maker. You're just no longer the only worker. Start here.

Dharmendra Jagodana

Solo founder and AI systems builder. Creator of Single Founder Company — 95 AI agents across 11 departments that let one person run an entire business.

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