AIAI EngineerMay 2, 2026· 19:34

I Gave an AI Agent the Keys to My Life (Here's What Happened) — Radek Sienkiewicz (@velvetshark-com)

Radek Sienkiewicz, maintainer of OpenClaw, details how he incrementally gave his AI agent full control over his digital life—from reading files to handling emails, backing up memory at 4am, and drafting business replies. Starting with a single chat channel, he expanded trust step by step, integrating his 3,000-page Obsidian vault for search and memory. The agent now performs ambient operations (overnight updates, indexing), attention filtering (flagging Netflix payment failures, domain renewals), and execution support (drafting email replies) via dedicated Discord channels. Challenges include bad memory compounding, brittle automations, and noisy nodes, which he addresses by keeping the system inspectable in markdown files. The philosophy: optimize for your future self by starting with one pain, growing trust incrementally, and building a knowledge base in markdown.

Transcript

Intro0:00

Host0:16

Ready to go?

Radek Sienkiewicz0:16

All good, yeah.

Host0:17

Please welcome Radek, everybody.

Radek Sienkiewicz0:19

Cool.

Hey, I'm Radek, I'm one of the OpenClaw maintainers, and I want to talk about what happens, like, in my life with OpenClaw when I practically gave the keys to my life to OpenClaw. And, like, it's almost, like, literally.

And what that actually means. So this happens, like, step by step. It wasn't all at the same time. But it can access my emails, it can access my notes, files, calendars, tools, my operating system. So automations. And it builds on top of, like, memory of everything that I do at the computer.

So

it can do anything with it that is possible to do with the computer. But it didn't all happen in one big, like, leap. So I install OpenClaw, and now it just, like, controls my life and does everything for me.

That would be silly to do, or, like, even silly to expect that this could even work. So what happened is that I tried installing

just, like, everybody does, just, like, with one channel. I think it, at the beginning, it was just WhatsApp. Then I migrated to Telegram. Now I'm on Discord. But it was just WhatsApp, just one ability to do, to just, like, chat.

Okay, so we are there. What's next that we can do? Let's give some, like, one simple workflow, or one very simple task that you can do. Once we are there, let's go to the next step. So this is how it happened where I am today, where I used to think that I have quite a simple setup with my OpenClaw and what it does, because I never did any big change.

Incremental Growth2:17

Radek Sienkiewicz2:33

But when I encounter different, I don't know, Twitter threads, YouTube videos, or talking to other people how they have it set up, I see that, like, my setup has everything that they have, more on top of that, and most also is just, like, more sophisticated than what I see out there.

Which was really surprising to me, because I felt that it's just, like, one small step at a time. I have a pretty, like, simple setup. Works for me. But that's what I want to show, how that happened and how it looks like today.

So you already had, like, a lot of talks about how the sausage is made, how we are making it better. You'll have more talks about the insides of the OpenClaw. I want to show how it looks from the other side, from first the simple user, then the power user.

Now I'm also a maintainer. You don't have to go to the maintainer route. But when I was playing, like, with one of the workflows, I just encountered some errors and just, like, submitted first PR, then the second PR, then just looked into Discord, and then just got involved.

Now I'm a maintainer there. So it also was just, like, one step at a time. So that's the setup. These are the steps that it usually happens, that I see the need, I solve it in a very simple way, and then I add more steps to it.

And this is also why I usually don't have big issues that people have that, okay, now it broke my computer, or it just, like, completely bricked during the update. Because I have all these small steps that I take.

If something breaks, I just, like, take one small step back, fix it, see what doesn't work, understand why it didn't work, have a setup that it never happens again, and just, like, take one step further again. So

where it started being more and more helpful and kind of, like, running my life is when I gave it my knowledge base. So I had a lot of stuff in my Obsidian, which I built up for years. Soright now I have, like, about 3,000 pages or notes, markdown files in my Obsidian.

Obsidian Knowledge Base4:51

Radek Sienkiewicz5:19

And this is everything. This is work stuff, personal stuff, tasks, projects, research. What else? Articles. Kind of like an inbox of links that I'm just putting there, and it then finds the connections and puts it in perspective and in context to other stuff that I have.

So all of that is now accessible through my OpenClaw with a very good search. I have search and memory. I have, like, normal search. I have QMD search for Obsidian. I have different memory for my workspace.

And all of that is interlinked, and that's where that magic happens. And when I saw recently, and that's where it hit me, that I probably don't have a simple setup. When I recently saw Andrej Karpati's tweet that went viral, where he says about LLM knowledge bases, I was reading that, and it's just like, yeah, that's exactly what I have.

Like, what's, like, super revolutionary about it? And then I understood that, okay, so I got there step by step. It works for me. So it's probably worth, I don't know, sharing, telling more about it, showing how it works, showing how you can get to that point as well.

And, for example, for Obsidian,

do we

yeah, this is how this is the real screenshot of my vault and all the notes, and these are different clusters. Some are probably

project-related, like the big clusters. Some are one-off. These are probably more kind of, like, bookmarks. And one of the tasks that I'm doing and that I have is that when I add something to inbox, it then takes that link that I add there, looks what's there.

It could be a tweet, it could be a thread, it could be an article, it could be a YouTube video, analyzes it, adds tags to it, adds context to it, looks at what's already there on this topic in my vault, how it could be helpful in other areas, and adds connections to it.

So what previously was just, like, Twitter bookmarks that you bookmark and you never go back to that, now it just adds more context, builds up my knowledge base, and is much more helpful, and even surfacing the things for me when I add a bookmark that, okay, so you already had, like, this and this and this about this subject, and this is how it connects.

Maybe you should look at those notes. And very often it's just like, yeah, I completely forgot about that, and that's a good source of knowledge and of thinking about it, because that was the reason why I'm adding this bookmark.

So that's where it's starting to be super, super useful. On top of that, also,

Overnight Automation8:59

Radek Sienkiewicz9:00

at 4:00 a.m., well, like, 4:00 a.m. is just, like,

an example that I have. It happens probably between 3:00 and 6:00, more or less. So this is what is happening when I'm sleeping. So when I'm sleeping, again, my agent does everything so that it runs well, it indexes everything, it backs everything, so that worst case, if I lose something, I lose maybe a couple hours of work, of content, of anything else.

Refreshes all the indexes for QMD, for memory, for my Obsidian vault. And I start fresh in the morning with whatever waits for me, maybe summary of the emails, of the calendar, everything updated,

the latest OpenClaw version is waiting for me. Which also took, like, step by step. I have some scripts around it so that it knows what to do and what not to do when updating, what can break, why it breaks, how to verify it before updating or before restarting your gateway so that it is able to come back online again.

So that all is also automated, and as I get up, it's already waiting for me, fresh and ready for me to start the day. And each OpenClaw is, like, I'm not a big fan of sharing, like, my exact setup, because that exact setup is, like, very specifically for me, for what I needright now, for what I will need in the near future, for, like, the errors that I encountered, for issues that I want to be solved.

But to give you some ideas so that we can talk more also about specifics and not just, like, in general. So these are some, like, five areas or five types of jobs that my agent is doing. The first one is Ambient Operations.

Job Types11:02

Radek Sienkiewicz11:08

So this is what I just showed you. So it does all the updating, it does all the plumbing, it does all the stuff that needs to happen but I don't need and I don't want to think about.

The second is Attention Filtering. So this is also super useful that because it has access to everything, and because it has all the context, actually, so it knows that, for example, when an email comes and it's something important orurgent, and it knows from Obsidian what's the context and the background behind it.

Yeah, I keep everything in Obsidian, about projects, about everything else. So it then can proactively tell me that

I think I have here. So, like, these are, like, three very specific examples that I had recently that when the system notices that something is important andurgent, it just lets me know. So, like, Netflix payment failure, for some reason didn't go through, was fixed within five minutes when it happened.

Domain renewal coming up. I would probably miss that email, but it picked it up, gave me a message on my Discord, renewed my domain. Emails that can already be with enough context given about the project, for example, it can already

give, like, read the email, understand what's happening, understand what's already done within the project, and just draft the reply, and it's already in draft folder for me to accept or delete or make some changes. So these are some examples of, like, Attention Filtering.

Discord Channels13:03

Radek Sienkiewicz13:03

Execution support, yeah, so that's draft. Synthesize is that

the inbox. And these are on theright, these are the channels that I have in my Discord that more or less relate to these types of jobs. So general is where I have everything. I just start the conversations, see where it goes, and if enough times I have a certain type of conversation, I add a specific channel for it.

So these are, like, real screenshots from today morning. The inbox is where I just, like, drop links, and it builds the knowledge base for me. Consulting is for the clients and all the backgrounds. It knows all the projects.

It knows all the quotes, deadlines, tasks, next steps, everything else. Video research is for YouTube, for researching what's out there to help me with the next episode. Briefing is for morning briefings, Instagram for social posting, YouTube is for creating the videos.

OpenClaw is for maintainer stuff, and there's also one playground channel, which it changes depending on day, month, or the need. It's for testing. I usually test maybe a different model, maybe a different workspace, different way of setting up

the important files, like memory and everything else. So I just play there, see what works. If something worked, I promote it. If it doesn't, I discard it.

And all of that works because it's not just

System Architecture14:54

Radek Sienkiewicz14:57

it's a system that has many moving parts that work well together. So LLMs is for judgment, like understanding the email, understanding the context, making the connections. Then there are all the files, the tools, the scripts that I have built.

The scripts are just, like, if this happens, do this. It's done. You don't even need judgment, so LLM is even skipped. And important thing is also to optimize your memory file, your soul and the file. I have also critical rules and the because even if I had something in agents and the or in soul and the, it's still managed to forget something or not do something with critical rules.

Having critical rules helps, and having it mentioned quite high in the agents and the file. So that's also an improvement. I went through a few different setups of memory where I had one memory file. Now that I have, like, the whole memory folder, now we also have dreaming where we have, like, promoting the memories.

So this is important to work on these files, but it's easy to do in OpenClaw because everything is inspectable. These are markdown files, editable. You can look at it, you can read it, you can understand it, and it works well.

Challenges16:28

Radek Sienkiewicz16:28

What gets harder? Bad memory compounds. If the memory is not set up correctly and your vault, your notes, your memories grow to thousands, you're going to have an issue, so you need to actively work on that. Brittle automations, especially when it's, like, 10-step automations, it can break, and it probably will break at some point.

So it's, again, either split it up into simpler ones or have some guardrails that are more effective.

Noisy nodes, I'm getting rid of them, cleaning regularly, and weak boundaries. So those are all the soul and the and everything else, the files that are important to optimize for your needs. So what I want you to take away from this is that, like, do what I did, and then at some point you realize, yeah, this stuff is awesome, and this stuff helps my life.

Conclusion17:19

Radek Sienkiewicz17:31

Start with one recurring pain, grow trust incrementally, build the knowledge base, move everything, or, like, move as much as you can or as you want to markdown files, and start making those connections. System inspectable is easy for you, done with OpenClaw, and optimized for the future you.

And this is what I want to close with. So a couple of years ago, I had an article about, like, the past me, the present me, and the future me. And the past me is just, like, this completely stupid guy.

He does nothing. He's lazy. He doesn't want to do anything. So now I, present me, need to do everything for that, like, past me. And the future me, the future me is just, like, some kind of, like, god creature.

It can do anything. That creature is, like, all-powerful, and just, like, if I don't do something today, it's fine that that other creature will do it for me. So that was the issue, and

the job for me is to become friends with the future me, to treat that as a person that I want to help with. And that's the job of the agent. So I don't need to do as much as I used to, because the agent just helps the future me as much as possible so that when I wake up tomorrow, it's, like, as much as could be done by someone else other than me is done.

So that's the whole purpose of this setup, or at least for me. I don't know. It could be different for you. So that's what I want to leave you with. Thank you.