OpenClaw vs. Claude for Running an Agent Team

My goal this year is to delegate most of the recurring work in my business to agents. And right now, I'm putting two

agents. And right now, I'm putting two ecosystems to the test. OpenClaw and

Claude content scheduling, backlog management, reporting, all the glue in my business that eats up my day. I want

that running on autopilot with agents so that me and my human teammates can focus on higher leverage stuff, the creative thinking, the product strategy, the work that actually moves the needle. So,

OpenClaw or Claude with Claude code and claude co-work. Now, we know that both

claude co-work. Now, we know that both ecosystems are evolving fast. So, what I want to share here is just a snapshot of where things stand right now here in early 2026. I think this comparison is

early 2026. I think this comparison is worth a look because where openclaw or clawed excel, the other falls short. And

I think understanding the use cases for both will go a long way as we start to build our businesses with agents. So,

today I want to break down three things.

First, we'll look at the vibe of working with open claw versus the clawed ecosystem and where each one is actually feasible for running real agent jobs and

how to think about interoperability when it comes to building our business on agents. If you're new here, I'm Brian

agents. If you're new here, I'm Brian Castle. I help builders stay ahead of

Castle. I help builders stay ahead of the curve when it comes to building with AI. And every Friday, I send my builder

AI. And every Friday, I send my builder briefing. That's my free fiveinute read

briefing. That's my free fiveinute read where I give my real take on what's actually working when it comes to building products and building our businesses on AI. No hype, just practical insights from the trenches.

You can get yours by going to buildermethods.com.

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And members of builder methods pro get access to my full course on building with cloud code and my new series I'm rolling out on how to build an agent team with OpenClaw. You can join us and

get access to both by going to buildermethods.com/pro.

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Now before we get into the technical use cases, I want to talk about the overall vibe of working with the openclaw versus clawed ecosystems. Because if we're going to start to build our businesses on these platforms, then we have to know

that we can trust them with our systems and processes that we rely on, that our team relies on, and that our customers rely on. You know, for me, Claude's

rely on. You know, for me, Claude's ecosystem has earned that trust. I tend

to prefer their models for creative thinking work and writing and designing and strategic planning and their products feel polished and mature. I've

also been impressed with Anthropic as a company and how they're shipping thoughtfully with a clear focus on business use cases. OpenClaw is a different story. It's the scrappy

different story. It's the scrappy newcomer and it feels like it. Paper

cuts everywhere, setup, configuration, reliability, documentation. The

reliability, documentation. The community has been filling the void where official guidance would normally be and that can be a blessing and a curse. You can do a lot with OpenClaw,

curse. You can do a lot with OpenClaw, but as a business owner, it makes me cautious. You know, even though they're

cautious. You know, even though they're now backed by OpenAI, OpenClaw is still forming its foundation, its polish, its ease of use, and that really matters if I'm going to build my business on it.

But here's the thing. That scrainess is exactly what made it possible to take this idea of hiring agents to a much more real place than we've seen before.

OpenClaw broke open this concept that's here to stay, even if the product has some growing up to do. And sometimes the breakthrough comes from the scrappy newcomer, not the polished incumbent. So

that's the tension. The clawed ecosystem has earned some trust as a business platform. And OpenClaw is less proven,

platform. And OpenClaw is less proven, but it brought a fundamentally new idea to the table. And as builders trying to run real businesses on these platforms, we have to weigh both sides of that

coin.

So the vibe is one thing, but which ecosystem actually lets me hand off recurring jobs to agents? You know, work that they can own and run without me babysitting. This is where OpenClaw

babysitting. This is where OpenClaw really shines because it was designed for autonomous delegation since day one.

You know, my team of agents work from a file system on dedicated machines that I control. They run recurring jobs. They

control. They run recurring jobs. They

own tasks and they report back to me through Slack and Telegram. It feels

like communicating with a remote team member except that team member lives on a Mac Mini here on my desk. So to show you what this looks like here in my file system, I've got this skills folder.

This is like a growing collection of processes and instructions or jobs if you will that I give to my agents. So

you know I'm constantly coming in here, you know, I'm using Claude to help me edit my processes and my instructions for my team. And so I have these skills and they're synced across my Macs that I

use every day as well as the Mac Mini that the agents use. And I'm I'm like looking into that Mac Mini using this screen share feature on Mac OS. And so

here I'm looking at that. And so all these files including these skills and the open clock configs and this brain system that I use to operate my business and you know in a collection of mostly

markdown files. Now both my agents and

markdown files. Now both my agents and myself have access to that and we sync these using uh using Dropbox. Then I

have this customuilt dashboard system where I have a tasks board and this has a couple of different views and here I can break it down by agent and I can see

which tasks each agent is responsible for. And these are all recurring tasks,

for. And these are all recurring tasks, right? So, I have task templates that I

right? So, I have task templates that I use to uh to generate and regenerate recurring tasks. These are the uh the

recurring tasks. These are the uh the recurring schedules for each of those tasks. And then what's interesting is I

tasks. And then what's interesting is I can open up any one of these tasks. And

in the instructions, instead of putting all of the detailed instructions into how to use this task for, you know, for for my marketer agent to do content development, the only instruction that

I'm giving to that agent is to use my content development skill. And so I'm just instructing to use that skill. And

then the agent is going to read all of the instructions that I have mapped out in my content development skill. And you

know I have all sorts of different recurring tasks and jobs that help me operate my business. Obviously I have a very uh content productionheavy business. Your business processes would

business. Your business processes would be quite different but you know I have uh different things from like some development process stuff brand illustrator you know uh capturing all the code activity in my GitHub repos and

you know a bunch of other stuff but all of that is managed and maintained and worked on here in my collection of skills. Now the openclaw system and my

skills. Now the openclaw system and my agents will just run these tasks automatically in the background according to their recurring schedules

and then when they do I'll receive telegram messages from my agents you know and then they'll give me these reports on you know what they did and when they do that often they will link

over to you know like the markdown file that they worked on and I can view that in another custom app that I built called Brainown and that's it's a markdown editor viewer It's a really

easy way for me to work on markdown files, but also for my agents and I to easily share links that point to the markdown files that we work on together.

And it's all shared through this, you know, file system across Dropbox and then delegated and dispatched through these recurring tasks through my tasks

dashboard app. All this is customuilt.

dashboard app. All this is customuilt.

Really not terribly difficult to build a custom app like this. And actually

inside of Builder Methods Pro, I'm releasing a series for members on exactly how to build your own custom dashboard to manage your OpenClaw agents just like this one. And you can even use

some templates from my system, but more importantly, I'm going to give you instruction on how to actually design and build your own. It only actually took me a few days, but there are some gotchas to know about. Now, how feasible

is running an agent team using Claude or Cloud Co-work or Claude Code? Now, I

want to be fair because Claude has helped me do some of my best work when it comes to writing or strategy, product thinking, building tools. Claude and

Claude Code are still my go-to. But

that's exactly it. Claude feels more like a collaborator pairing with me on my projects, whereas OpenClaw feels more like a teammate that I can delegate responsibilities to. Claude Co-work

responsibilities to. Claude Co-work recently added scheduled tasks and that's a huge step in the right direction. But it requires my personal

direction. But it requires my personal machine to be on and awake and for co-work to be open. And I found that scheduled tasks and co-work tend to fail silently without me knowing which again

gets back to that reliability piece.

Moving between my devices and mobile and the cloud. That's where I see the most

the cloud. That's where I see the most gaps with the cloud ecosystem right now.

Claude Co-work has to run locally on my desktop computer isolated from my other devices. Moving work between Claude and

devices. Moving work between Claude and Claude Code is technically possible. I

can copy artifacts and context back and forth, but that's clunky and manual.

That should be seamless. Now, Claude

Code recently added a feature they call remote, which again is a huge step in the right direction. It lets us hand off a local Cloud Code session over to the cloud so that I can pick it up on

mobile. But that requires starting the

mobile. But that requires starting the session on my local machine first. Now,

of course, I can start cla tasks on mobile too, but I don't have access to my skills in that environment, which are where my agents processes are defined.

So, you can see the friction here.

Claude's ecosystem has all the building blocks, but the handoff connections between Claude, Claude Code, Claude Co-work, it's just not quite there yet.

Now, my guess is Anthropic closes that gap by the end of 2026. But right now, when it comes to delegating to agents who work truly autonomously, OpenClaw is

where that's actually feasible.

So, if the Open Claw and the Clawed Code ecosystems each have real strengths and gaps, how do we avoid betting on the wrong one? The answer is we don't. We

wrong one? The answer is we don't. We

bet on our process. And this is where it all comes back to skills. Skills are

mostly markdown files, sometimes a few scripts and examples, and they define repeatable processes. step-by-step

repeatable processes. step-by-step instructions that any agent can follow to do a specific job. Now, Claude was the first to introduce the concept of skills last year, but since then, skills have been adopted across all the major

platforms. You can use skills in OpenClaw, you can use them in cursor.

Skills work in codecs and then of course you can use them in claude and claude code and claude co-work. They work

everywhere. Now that convergence on a single standard is a huge deal because it means that processes that I'm building for my business aren't locked into any one platform. I mean this is where most of my creative and strategic

work is happening right now in my growing library of skills files. When

I'm working on my business, my skills are where most of that work is happening. Because ultimately when I'm

happening. Because ultimately when I'm working on the processes inside my skills, I'm literally making my agents better at their jobs. So the question isn't really OpenClaw versus Claude. The

question is which platform or which combination of the two removes the most friction from me deploying my processes to my agents using skills. Now right now the answer is different depending on the

job and that's fine for now since skills are portable and I know that the work that I put into my skills can move with me as these platforms evolve which we know that they will sooner rather than

later. So the principle behind all this

later. So the principle behind all this is the same whether you're on openclaw or claude or whatever comes next. Design

jobs not tasks. Define the process, wrap it in a skill and let your agents own it. Now if you want to go deeper on that

it. Now if you want to go deeper on that framework, you know how I think about turning recurring responsibilities into jobs that agents can actually own. Check

out my video on creating jobs for agents. That's where I break down a

agents. That's where I break down a simple process for figuring out your use cases for agents. So first subscribe here so you don't miss my next video.

and then I'll see you over there. Let's

keep building.