WEBVTT

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We have a very passive relationship with AI right

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now. Think about your daily routine. You open

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a tab, type a prompt, and wait for an answer.

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Then you take that answer and do the actual work

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yourself. But imagine an AI that doesn't just

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wait around for your questions. Imagine one that

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actually acts. It runs tasks in the background.

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It checks your servers. It messages your phone

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with updates while you sleep. It is a massive

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behavioral shift, honestly. We are moving from

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an AI that just answers to an AI that... takes

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independent action. It's the difference between

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having a smart encyclopedia and, well, having

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an actual employee. Okay, let's unpack this.

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Welcome to the Deep Dive. Today, we were looking

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at a huge stack of GitHub documentation, developer

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blogs, and Reddit threads. All about a project

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called Hermes Agent. Exactly. Our mission is

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to explore what it takes to build a self -hosted

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AI personal assistant. we're going to cover what

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hermes actually is we'll see how it compares

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to heavyweights in the space too right and we

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will break down the five core pillars of its

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brain and crucial for anyone listening we're

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going to look at how to safely set it up yeah

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so it works strictly for you without you know

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breaking your computer exactly so let's start

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with what hermes actually is because the repositories

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are going viral right now They really are. I

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mean, for a long time, we treated AI like a very

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smart search box. You asked a coding question,

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you copied the answer, you pasted it into your

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editor. You were the one moving the data. It

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was useful, but it was highly manual. You were

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still the bottleneck. Exactly. Now, looking at

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the developer community, user expectations are

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fundamentally shifting. People don't want a search

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box anymore. They want a personal operator. They

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want an AI that remembers their preferences.

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They want it to understand their ongoing projects.

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And Hermes isn't just another chat bot you log

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into. It is an open source framework for building

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your own personal assistant. And self -hosted

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is a key term here. Yeah. You don't just log

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into a website. You run it yourself. You can

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put it on a VPS. That is a rented remote computer

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running constantly in the cloud. Right. Or you

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can run it on a Mac Mini sitting on your desk.

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You could even run it on an Android phone using

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an app called Termux. Right. And because it lives

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on your infrastructure, it is always there. It

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doesn't go to sleep when you close a browser

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tab. It is a persistent entity. It is also multi

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-channel. This is the part that fascinates me.

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You don't open a special AI app to talk to it.

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You talk to it via Telegram, Discord, Slack,

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or WhatsApp. The documentation points to Telegram

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as the easiest starting point. And that choice

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changes the psychology of how you use it. Yeah,

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it makes Hermes feel like a real human assistant

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living inside your phone. You just text it, you

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are at the grocery store, you get an idea, and

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you just send a message to your bot. And it actually

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uses tools. Look, standard AI is like a smart

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dictionary. It knows a lot of things, but it

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just sits on the shelf. Right. Hermes is like

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giving an assistant their own desk. You give

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them a set of tools, a memory system, a calendar,

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and a phone number. It can run actual terminal

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commands. It uses browser automation to look

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at websites. It even has vision to analyze images

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you send it. That is the crucial difference here.

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The workspace is where it runs. The tools are

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what it uses to manipulate that workspace. The

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calendar is for its scheduled tasks. It isn't

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just generating text. It is executing logic.

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Whoa. Beat. I mean, imagine an assistant that

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remembers your exact workflows. And it can run

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them in the background without you typing a thing.

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It's wild. It's pulling reports and formatting

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data while you literally go for a walk. That

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is the real promise here. It isn't about writing

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a better poem. It creates reusable workflows

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for the tedious digital chores you repeat often.

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But this makes me wonder, does this mean we're

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replacing our standard chat GPT habit entirely?

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No, it just moves AI from conversation to...

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actual background task execution okay that makes

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sense it is a different kind of tool entirely

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and that brings us to the broader landscape yeah

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if we're going to invest time setting this up

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we need to know where it fits we don't want you

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using a hammer to drive a screw exactly let's

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look at how armies compares to other big names

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in the agent space specifically claude code and

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open claw right if we connect this to the bigger

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picture the ai agent space is fragmenting really

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fast Six months ago, an agent was just a buzzword.

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Now, different tools have very specialized jobs.

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Let's start with Cloud Code. Going through the

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developer blogs, it is clear this is built for

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focused, deep work. desk work. Exactly. Cloud

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Code is what you use when you are sitting at

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your computer staring at a massive code base.

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It excels at local environment management. It

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edits your files, manages your repositories,

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and works deep inside your terminal. It is a

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dedicated coding partner. But it is not a mobile

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first assistant. You aren't going to text Cloud

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Code on WhatsApp while you're driving to remind

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you about a meeting. No. Or to summarize a news

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article. Right. It is heavy machinery. Then on

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the other end of the spectrum, you have something

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like OpenClaw. The repositories show this is

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a much heavier system. Okay. It is basically

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a multi -agent gateway. Wait. A gateway system.

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So it connects messaging apps, multiple specialized

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agents, and external plugins into one massive

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architecture. Yeah. That sounds incredibly complicated.

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It is. It is powerful, but it can feel very brittle.

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It is really designed for power users, startup

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founders, or developers building complex commercial

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platforms. So when you have that many moving

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parts, if one plugin updates, the whole house

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of cards might fall. Exactly. It requires constant

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maintenance. Which leaves us with Hermes Agent.

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It sits in a very specific practical lane. It

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is lightweight. It is telegram first. And it

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is designed to be a self -improving personal

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assistant. Hermes is for when you are walking

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around with your phone, but you still want your

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digital work to move forward. You want something

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that grows with your specific habits. And as

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a bonus, the architecture is great for testing

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new open source language models. Yeah, definitely.

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But hold on. If I am using cloud code for my

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programming and I am setting up Hermes for my

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daily schedule, aren't I just giving myself a

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management headache? I mean, it feels that way

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at first, but separation of concerns is actually

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it. s practice here right you wouldn't ask your

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accountant to also design your logo exactly you

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want specialized tools for complex tasks hermes

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acts as the project manager while claude is the

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factory worker so if i'm just coding an app is

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hermes the wrong tool yes use claude code for

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deep coding and hermes for daily assistant tasks

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got it now we really need to look under the hood

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to understand how hermes manages to be so fiercely

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independent we have to examine its brain Yeah,

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the architectural docs break this down into five

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core pillars. These five pillars are the exact

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mechanisms that turn it from a reactive, forgetful

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chatbot into a proactive, reliable agent. Pillar

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number one is memory. And honestly, this is the

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biggest friction point with AI right now. Most

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AI models wake up with total amnesia. Oh, absolutely.

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Every single section starts totally fresh. That

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is incredibly frustrating. You don't want to

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explain your business model, your project context,

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and your personal communication style every single

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time you open a chat. Ermi solves this at the

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root level using two specific markdown files.

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Let's break those down. The first is the user

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file. This file is entirely about who you are.

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Right. It holds your professional role, your

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preferences, and your writing style. You can

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literally write in the file, keep my email simple,

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warm, and direct. And the mechanism here is crucial.

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Every time Hermes wakes up to do a task, it secretly

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reads that file first. It gives itself a crash

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course on who you are before it even sees your

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prompt. The second file is the memory file. This

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holds your project context. Yeah. So business

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information, server environment details, recurring

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facts, stuff that doesn't change daily. Yeah.

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But the docs warn you have to be careful here.

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You really do. You only save durable facts, not

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temporary task statuses. If you save every little

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to -do item, the file gets bloated and the AI

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gets confused. Exactly. Pillar two is skills.

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If memory dictates what the AI needs to remember,

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skills dictate how it repeats a task. They act

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as reusable recipes for your repeated digital

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chores. These live in individual skill files.

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They contain step -by -step instructions. They

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also use YAML front matter. Let's define that.

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Hidden code tags that tell the AI when to trigger

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skills. So instead of just guessing how you want

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to report formatted, it reads the hidden tags,

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sees the trigger word, and pulls up the exact

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blueprint you created last week. And I have to

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admit, I still wrestle with prompt drift myself.

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Yeah. Beat. Yeah, it's so common. You know, having

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to constantly rewrite instructions because the

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AI slowly forgets what I want it to do by the

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10th message in a chat. This skill system. completely

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fixes that. It absolutely does. You stop asking

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the agent to improvise every time. You give it

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a rigid track to run on. Which brings us to pillar

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three, the soul. This lives in the soul file.

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This one's fascinating. This file gives the agent

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its actual personality and tone. You can make

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it warm and empathetic. You can make it highly

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sarcastic. Or you can make it strictly technical,

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returning only code and no apologies. And this

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matters deeply if Hermes is, for example, drafting

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customer support replies for your business. A

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generic robotic assistant sounds totally forgettable.

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You want it to sound like your brand. How does

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the sole pillar actually change the output practically?

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It dictates the tone, preventing your assistant

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from sounding like a generic corporate robot.

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Right. It literally changes the weights of the

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words the model chooses. Pillar four is cron

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jobs. Let's define that jargon too. Scheduled

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tasks that run automatically at a specific time.

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This is the feature that turns Hermes from a

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reactive tool into a proactive operator. You

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aren't just messaging it, it is messaging you.

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You schedule a market research summary for 7

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a .m. or database backup every Friday at midnight.

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It just happens without a prompt. And pillar

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five is the self -improving loop. This is the

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absolute magic of the system. It is the process

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of turning your manual corrections into permanent

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skills. You ask Hermes to do a piece of work.

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It does it, but maybe the output is messy. You

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correct it. Then Hermes saves that newly improved

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workflow. It searches its past sessions to keep

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continuity. It literally rewrites its own instructions.

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So the next time it runs that task, the output

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is simply better. It learns from its mistakes.

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Okay, we are going to talk about how to safely

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set this architecture up next, right after this.

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Sponsor, here's where it gets really interesting.

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We know how its brain works with the markdown

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files and the cron jobs. Now, how do we safely

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give it a body in the real world? Because we

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definitely do not want an autonomous AI accidentally

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destroying our personal files. Setup and security

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are absolutely critical here. Remember, Hermes

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can run terminal commands. That means it can

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delete files. It can install software. That is

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incredibly powerful, but very risky. The documentation

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strongly recommends running it on a separate

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VPS or an isolated Docker container. Let's define

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Docker container, a secure digital box keeping

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software isolated from your main computer. Think

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of Docker like putting the AI in a soundproof

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room inside a shared house. If the AI makes a

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massive mess, the house stays perfectly clean.

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You just delete the room and start over. It keeps

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everything safely organized. You log into your

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remote server, install Docker, create a clean

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folder, and then run the official installation

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script. Right. You do not just download it to

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your desktop. During that setup, you connect

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it to Telegram using a tool called Botfather.

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This gives you a unique bot token. But the community

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forums highlight a massive security warning here.

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They do. You absolutely must lock the bot strictly

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to your specific Telegram user ID. Yes. If you

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skip that step, anyone who finds your bot on

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Telegram can start texting it. And since it has

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terminal access, random strangers could be running

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malicious commands on your private server. It

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is a huge vulnerability. Another strict rule.

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Never, ever paste your API keys, your passwords,

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or your tokens directly into the chat window.

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You store those secrets safely in .env files.

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That's a hidden digital safe used specifically

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for storing your private passwords. And you use

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a .gitignore file to protect them from being

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uploaded to public code repositories. Clean security

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habits from day one are essential. The developers

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also recommend disabling any tools you don't

00:12:25.720 --> 00:12:27.980
actually need yet. If you aren't using browser

00:12:27.980 --> 00:12:31.000
automation, turn it off. Limit the attack service.

00:12:31.139 --> 00:12:32.919
So why shouldn't I just run this locally on my

00:12:32.919 --> 00:12:35.519
MacBook right now? An autonomous agent with terminal

00:12:35.519 --> 00:12:38.000
access could accidentally break your personal

00:12:38.000 --> 00:12:40.379
computer files. That is a terrifying thought.

00:12:40.600 --> 00:12:43.279
So we put it in a safe space, we lock it down,

00:12:43.480 --> 00:12:46.480
then we build our first workflows. Yeah, and

00:12:46.480 --> 00:12:48.659
the community guides say you should not build

00:12:48.659 --> 00:12:52.220
complex multi -step automations on day one. Start

00:12:52.220 --> 00:12:55.500
very small. The very first workflow you build

00:12:55.500 --> 00:12:58.100
should be connecting a private GitHub repository

00:12:58.100 --> 00:13:01.340
for daily cron job backups. This makes total

00:13:01.340 --> 00:13:03.899
sense. You are backing up the memory and skill

00:13:03.899 --> 00:13:06.659
files. You are literally saving the brain and

00:13:06.659 --> 00:13:09.080
habits of your assistant. If the server crashes,

00:13:09.360 --> 00:13:11.139
you don't lose the weeks of training you put

00:13:11.139 --> 00:13:13.940
in. The second recommended workflow is a 7 a

00:13:13.940 --> 00:13:16.279
.m. morning briefing. You set a cron job for

00:13:16.279 --> 00:13:18.960
Hermes to pull your top priorities, scan relevant

00:13:18.960 --> 00:13:21.779
industry news, and flag urgent calendar reminders.

00:13:22.100 --> 00:13:23.820
It sends it to your phone right when you wake

00:13:23.820 --> 00:13:26.399
up. It makes Hermes feel genuinely helpful immediately.

00:13:26.659 --> 00:13:28.879
You get a clean, customized start to your day.

00:13:29.000 --> 00:13:31.419
The third recommended workflow is a weekly server

00:13:31.419 --> 00:13:34.120
health check. Reviewing disk usage, checking

00:13:34.120 --> 00:13:36.980
running services, and scanning error logs. Hermes

00:13:36.980 --> 00:13:39.120
lives on a server, so ask it to manage that server.

00:13:39.320 --> 00:13:42.159
Exactly. Checking disk usage isn't just asking,

00:13:42.259 --> 00:13:46.379
is the disk full? It's having the AI run the

00:13:46.379 --> 00:13:49.240
command, read the output, notice that a log file

00:13:49.240 --> 00:13:52.480
is eating up 80 % of the drive, and texting you

00:13:52.480 --> 00:13:54.700
to ask if it should clear it. It built a great

00:13:54.700 --> 00:13:56.799
maintenance habit early on. We have the setup,

00:13:56.899 --> 00:13:59.080
we have the safety checks in place. What does

00:13:59.080 --> 00:14:01.019
this actually look like in the wild when it starts

00:14:01.019 --> 00:14:05.009
working along? This is where we look at the real

00:14:05.009 --> 00:14:07.649
-life applications. Sure, you can use it as a

00:14:07.649 --> 00:14:10.490
simple personal assistant for reminders, but

00:14:10.490 --> 00:14:13.210
the architecture scales up beautifully. You can

00:14:13.210 --> 00:14:15.659
use it as a full business operator. monitoring

00:14:15.659 --> 00:14:18.159
a Discord community, summarizing hundreds of

00:14:18.159 --> 00:14:20.759
YouTube comments to find common questions, or

00:14:20.759 --> 00:14:23.159
drafting technical support replies based on your

00:14:23.159 --> 00:14:25.480
actual documentation. What's fascinating here

00:14:25.480 --> 00:14:28.000
is that the value isn't day one perfection. You

00:14:28.000 --> 00:14:30.360
have to adjust your expectations. The real value

00:14:30.360 --> 00:14:33.580
is day 30 automation. Exactly. Think about a

00:14:33.580 --> 00:14:35.720
content creator workflow. Hermes could draft

00:14:35.720 --> 00:14:38.340
scripts, pull research, and create data diagrams.

00:14:38.889 --> 00:14:41.370
You can give it a cron job and say, every Friday

00:14:41.370 --> 00:14:44.370
at 4 p .m., review my audience comments from

00:14:44.370 --> 00:14:47.129
the week and create 10 new content ideas. It

00:14:47.129 --> 00:14:49.409
just happens. And you can interact using voice,

00:14:49.509 --> 00:14:51.850
which is huge for accessibility and speed. You

00:14:51.850 --> 00:14:53.610
can be out on a walk, not looking at a screen,

00:14:53.730 --> 00:14:55.889
and just brain dump a chaotic voice message into

00:14:55.889 --> 00:14:58.450
Telegram. Hermes will transcribe it, parse out

00:14:58.450 --> 00:15:00.409
the actionable items, and create a structured

00:15:00.409 --> 00:15:02.929
task list in your system. It also has vision

00:15:02.929 --> 00:15:05.429
capabilities. You can feed it UI screenshots

00:15:05.429 --> 00:15:08.370
from an app you were building or complex data

00:15:08.370 --> 00:15:11.250
diagrams and ask it to check for visual errors.

00:15:11.490 --> 00:15:14.409
Or you can use it as a dedicated, relentless

00:15:14.409 --> 00:15:16.990
research assistant. You ask it to monitor specific

00:15:16.990 --> 00:15:20.370
AI news feeds during the week. Compare three

00:15:20.370 --> 00:15:23.429
different software tools. Pull the pricing. format

00:15:23.429 --> 00:15:25.669
it into a table, and save the findings directly

00:15:25.669 --> 00:15:27.710
to its memory. And this all feeds right back

00:15:27.710 --> 00:15:29.730
into that magic self -improving loop we talked

00:15:29.730 --> 00:15:32.669
about earlier. You start with one real messy

00:15:32.669 --> 00:15:35.509
task. You let Hermes attempt to help. You review

00:15:35.509 --> 00:15:38.330
the output and you correct it. You say, no, don't

00:15:38.330 --> 00:15:40.769
use bullet points. Use numbered lists and keep

00:15:40.769 --> 00:15:43.289
the summaries under two sentences. And then you

00:15:43.289 --> 00:15:45.509
save that exact pattern as a permanent skill.

00:15:45.950 --> 00:15:47.870
What happens if the first research reported generates

00:15:47.870 --> 00:15:50.990
is completely useless? You correct it, then tell

00:15:50.990 --> 00:15:53.850
it to save that improved format as a skill. It

00:15:53.850 --> 00:15:56.330
is so incredibly practical. You are not just

00:15:56.330 --> 00:15:58.210
sitting around waiting for the big tech companies

00:15:58.210 --> 00:16:01.370
to make the base AI model smarter. You are actively

00:16:01.370 --> 00:16:06.149
teaching your specific instance how to work perfectly

00:16:06.149 --> 00:16:09.190
for you. Beat. you build a fundamentally better

00:16:09.190 --> 00:16:11.450
way of working together. By offloading these

00:16:11.450 --> 00:16:14.210
routines, it drastically reduces the number of

00:16:14.210 --> 00:16:16.350
small, exhausting decisions you have to make

00:16:16.350 --> 00:16:18.610
every single day. So let's bring this all together.

00:16:19.450 --> 00:16:22.309
Hermes Agent and tools like it represent a fundamental

00:16:22.309 --> 00:16:24.710
shift in computing. We are moving from renting

00:16:24.710 --> 00:16:27.350
intelligence one prompt at a time to owning an

00:16:27.350 --> 00:16:31.029
evolving operator to sex silence. It builds its

00:16:31.029 --> 00:16:33.730
own memory. It builds daily habits. It builds

00:16:33.730 --> 00:16:35.990
complex workflows tailored exclusively to the

00:16:35.990 --> 00:16:38.490
messy reality of your life. It is definitely

00:16:38.490 --> 00:16:40.690
not magic out of the box. I think that's important

00:16:40.690 --> 00:16:43.370
to stress. It requires genuine guidance and discipline.

00:16:43.649 --> 00:16:46.269
You have to actively prune its memory and take

00:16:46.269 --> 00:16:48.490
the time to create those foundational skills.

00:16:48.809 --> 00:16:51.690
But the compounding return on your time is immense.

00:16:52.009 --> 00:16:54.950
Once you get those skills dialed in, it operates

00:16:54.950 --> 00:16:57.370
silently in the background, constantly pushing

00:16:57.370 --> 00:16:59.710
your work forward while you focus on the big

00:16:59.710 --> 00:17:03.009
picture. It essentially becomes a custom, lightweight

00:17:03.009 --> 00:17:05.490
operating system for your professional life.

00:17:06.250 --> 00:17:08.130
Before we wrap up today, I want you to think

00:17:08.130 --> 00:17:10.470
about this. Look closely at your daily routine

00:17:10.470 --> 00:17:14.150
right now. What is the one tedious digital chore

00:17:14.150 --> 00:17:17.250
you do every single morning? Pulling data, checking

00:17:17.250 --> 00:17:20.069
a dashboard, formatting an email that you can

00:17:20.069 --> 00:17:21.990
hand off to an autonomous assistant right now.

00:17:22.230 --> 00:17:24.309
Thank you for joining us on this deep dive. We

00:17:24.309 --> 00:17:26.069
covered a lot of technical ground today, but

00:17:26.069 --> 00:17:27.970
hopefully it gave you a blueprint for the future.

00:17:28.210 --> 00:17:31.049
So what does this all mean? It means your new

00:17:31.049 --> 00:17:33.829
assistant is waiting for instructions. Out hero

00:17:33.829 --> 00:17:34.109
music.
