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Why I’m Switching to Hermes: The Open-Source AI Agent That Actually Works

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If you’ve been following the AI agent space, you know the landscape shifts fast. A few months ago, OpenClaw was the darling of the homelab community — a self-hosted agent that promised autonomy and control. But after spending a month with Hermes, the open-source AI agent from Nous Research, I’m making the switch. And honestly, I should have done it sooner.

In a recent deep-dive video, I walked through exactly why Hermes won me over — and why it might be the right choice for you too. From its persistent memory to its self-improving skills, this agent feels like it was built for the long haul. Let’s break down the five reasons I’m saying goodbye to OpenClaw and hello to Hermes.

1. The Vibe: Hermes Feels Alive

One of the first things you’ll notice about Hermes is its personality. Unlike many AI agents that feel robotic or scripted, Hermes has a certain “vibe” — a sense of presence that makes interacting with it feel natural. During the video, I gave my agent a persona: Ron Weasley, all grown up and working in Muggle IT. It’s a fun backstory, but it highlights something deeper: Hermes allows you to shape its character in ways that other agents don’t.

Building on this, the system prompt isn’t just a static block of text. You can define rules, spell vocabulary, and even safety constraints. The result is an agent that feels like a collaborator, not a tool. For anyone who spends hours chatting with their assistant, this makes a world of difference.

2. Memory That Actually Works

Memory is the holy grail for AI agents, and Hermes delivers. It uses a combination of short-term context and a long-term memory layer called Honcho, developed by Plastic Labs. In the video, I demonstrated how Hermes remembers details across sessions — not just what you said five minutes ago, but what you discussed last week.

As a result, you don’t have to repeat yourself. The agent recalls your preferences, ongoing tasks, and even past mistakes. This is a game-changer for productivity. Imagine asking your agent to “finish that network scan from Tuesday” and it knows exactly what you mean. That’s the power of Hermes’ memory architecture.

3. The Team Behind It: Nous Research

Hermes isn’t a solo project — it’s backed by Nous Research, a team of heavyweights in open-source AI. Co-founders like Teknium (head of post-training), Karan Malhotra (behavior), and Bowen Peng (YaRN co-author) bring serious credibility. In my interview with Jeff Quesnelle, co-founder of Nous Research, he shared how the team’s focus on transparency and community-driven development sets Hermes apart.

This matters because it means the agent is constantly improving. Unlike closed-source alternatives where you’re at the mercy of a company’s roadmap, Hermes evolves with its community. You can contribute skills, report bugs, and even shape the direction of the project.

4. Self-Improving Skills

One of the most impressive features of Hermes is its ability to write its own skills. In the video, I showed how the agent can create new capabilities on the fly — without any coding from you. It uses a “curator” loop that analyzes tasks, generates code, and tests it autonomously.

For example, I asked my Ron Weasley agent to monitor a UniFi network and trigger alerts via Telegram. Within minutes, it had written the integration, deployed it, and was actively working. This self-improvement loop means Hermes gets smarter over time, adapting to your needs without manual intervention.

5. It Just Doesn’t Break

Let’s be honest: OpenClaw has a tendency to crash. Complex workflows, memory leaks, or unexpected inputs can bring it to a halt. Hermes, on the other hand, is rock solid. During my month of testing, I pushed it hard — running it alongside Home Assistant, Twingate, and multiple API calls — and it never once went down.

This reliability stems from its architecture. Hermes runs as a systemd service on a Linux VPS, with proper error handling and logging. If something goes wrong, it recovers gracefully. For homelabbers and IT pros, this is non-negotiable. You need an agent that works 24/7, not one that requires constant babysitting.

Ready to Make the Switch?

If you’re tired of AI agents that feel like toys, Hermes is worth your time. Whether you install it on a $5 Hostinger VPS or run it on your own hardware, the setup is straightforward. Connect it to Telegram for mobile access, choose your AI model (yes, you can use your existing ChatGPT or Grok subscription), and watch it transform your workflow.

In the full video, I walk through every step — from installation to advanced features like Kanban dashboards and computer use. If you’re serious about self-hosted AI, this is the guide you’ve been waiting for.

**Watch the video now to see Hermes in action and learn how to build your own AI assistant.**

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I Tested 5 Claude AI Side Hustles — Only These Actually Made Money

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Let’s be honest: the internet is drowning in promises of easy money through AI. Every day, a new guru claims you can quit your job by simply asking a chatbot to write emails or design logos. But when you actually try it, reality hits hard. That’s exactly what happened to one creator who decided to put five popular Claude AI side hustles to the test. The results? Eye-opening, to say the least.

After weeks of experimentation, only a handful of these methods actually produced real income. The rest? They either crashed and burned or quietly turned into time sinks. If you’ve been wondering whether you can genuinely make money with Claude AI, this breakdown will save you months of trial and error.

The Hype vs. Reality of Claude AI Side Hustles

Every side hustle sounds perfect in a YouTube thumbnail. The creator tested five common approaches: at-home product testing, the so-called “laptop lifestyle” freelancing, building an agency, flipping items, and one overlooked platform that quietly outperformed them all. Spoiler alert: the first four came with hidden traps.

At-home product testing, for instance, seemed like a no-brainer. Sign up, get free stuff, leave reviews. But the catch? Most programs pay in vouchers or tiny amounts that barely cover your time. The “laptop lifestyle” dream — offering AI-powered services like copywriting or design — quickly turned into a race to the bottom on freelance sites. Clients expected premium work for pennies, and the competition was fierce.

The agency hustle appeared promising at first. Using Claude AI to automate client workflows sounds efficient. However, the creator discovered that managing clients, handling revisions, and scaling operations became a full-time trap. Instead of passive income, it demanded constant attention. Flipping items with AI-generated listings also had a hidden catch: market saturation and razor-thin margins.

The One Platform That Fixed Every Failed Side Hustle

Amid the disappointments, one platform emerged as the clear winner. The creator found that instead of chasing gigs or products, directing efforts toward building a YouTube channel around a specific niche turned everything around. Why? Because YouTube rewards consistency, depth, and value — things that Claude AI can help create at scale.

By using Claude AI to research topics, draft scripts, and optimize titles, the creator produced content that ranked well and attracted viewers. The key insight? A small, engaged audience can outperform a massive, disinterested one. One tiny channel with barely any views landed a single deal worth thousands because the niche was hyper-specific and the content was authoritative.

This approach flips traditional side hustles on their head. Instead of trading time for money, you build an asset that compounds. The creator emphasized that most people quit before their channel takes off because they expect instant results. But with AI handling the heavy lifting, the learning curve shrinks dramatically.

Why Most People Fail and How Claude AI Changes the Game

The biggest reason side hustles fail is simple: people give up too early. They try one method, don’t see immediate cash, and move on. But the creator’s experiment showed that the real money comes from persistence and leveraging the right tools.

Claude AI acts as a force multiplier. It can generate content outlines, analyze competitor strategies, and even draft email sequences for outreach. One strategy that worked particularly well was flipping cold outreach on its head — instead of pitching services, provide value first. Use Claude AI to create a free resource or insight relevant to your target client. This builds trust and opens doors without the awkward sales pitch.

Another game-changer was the compounding effect of evergreen content. A single video or article created with AI assistance can keep generating leads and income months after publication. The creator shared the example of a 30-year tradesman who, using this method, saw a surprising breakthrough in his first month simply by sharing his expertise in a “boring” niche.

Practical Steps to Start Your Own Claude AI Side Hustle

If you’re ready to try a side hustle that actually works, here’s a streamlined blueprint inspired by the video:

1. **Pick a niche you know well** — even if it seems boring. The creator found that “boring” niches often have less competition and higher engagement.
2. **Use Claude AI to research and plan** — let it generate topic ideas, outlines, and even draft scripts.
3. **Create content consistently** — start with a YouTube channel or blog. Focus on solving specific problems for your audience.
4. **Build an asset, not a gig** — aim for passive income through ads, affiliate marketing, or digital products.
5. **Don’t quit too early** — the breakthrough often comes after months of steady effort.

The creator’s final analogy about Times Square perfectly captures the mindset shift: small channels are like small shops in a massive city. They may not have foot traffic, but the people who find them are exactly looking for what they offer. That targeted attention is worth more than a million random views.

Watch the Full Breakdown

This article only scratches the surface. The full video dives into each failed hustle with raw honesty and reveals the exact strategies that generated real income. If you’re serious about making money with Claude AI, seeing the experiments firsthand will save you countless hours. Click play and discover which side hustles truly deliver.

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Samsung Galaxy Watch Ultra 2 Leaks: 5 Major Upgrades That Redefine the Smartwatch

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The smartwatch world is buzzing with anticipation as the first official leaks of the Samsung Galaxy Watch Ultra 2 surface, courtesy of renowned tipster Evan Blass. These marketing renders and specs suggest that Samsung is not just iterating—it’s aiming to create a true super watch. From a monumental battery boost to a complete processor overhaul, the upcoming wearable promises to be a game-changer for fitness enthusiasts and tech lovers alike. Let’s dive into the five most significant upgrades that make the Galaxy Watch Ultra 2 a device worth watching.

A Massive 36% Battery Capacity Boost

One of the most exciting revelations from the leaks is the Galaxy Watch Ultra 2’s substantial battery upgrade. Samsung is reportedly increasing the battery capacity by a whopping 36%, jumping from the current 590mAh to around 800mAh. This is a massive leap for a smartwatch, directly addressing one of the biggest pain points for users: battery life. With this upgrade, the Galaxy Watch Ultra 2 could easily last several days on a single charge, even with heavy usage like GPS tracking and always-on display. For those who rely on their watch for sleep tracking or extended outdoor adventures, this improvement alone makes the Galaxy Watch Ultra 2 a compelling upgrade.

A Brand New Elite Processor: Snapdragon Wear Elite

Under the hood, the Galaxy Watch Ultra 2 is expected to ditch Samsung’s own Exynos chip in favor of Qualcomm’s brand new Snapdragon Wear Elite processor. This shift is significant because Qualcomm’s wearable chips have historically offered better performance and power efficiency. The Snapdragon Wear Elite is built on a more advanced process node, which should result in snappier app launches, smoother animations, and improved connectivity. Combined with the larger battery, this processor could also contribute to better overall battery management, making the Galaxy Watch Ultra 2 not just faster but also more efficient.

Slimmer Bezels and Tactile Design Changes

Design-wise, the Galaxy Watch Ultra 2 is getting a refined look that balances ruggedness with elegance. Leaked renders show noticeably slimmer bezels, which means a larger screen-to-body ratio and a more immersive display experience. Additionally, Samsung is introducing tactile design changes, including a redesigned rotating bezel with deeper grooves for better grip, and a new set of physical buttons that are easier to press with gloves or during intense workouts. These tweaks may seem small, but they enhance the watch’s usability in real-world scenarios, from outdoor hiking to daily commutes.

One UI Watch 9 and New Watch Faces

Software is where the Galaxy Watch Ultra 2 truly shines. The leak confirms that the watch will run One UI Watch 9, Samsung’s latest wearable interface built on Wear OS. This update brings a host of new features, including enhanced health tracking algorithms, better integration with Samsung Health, and a redesigned notification system. But the highlight is the introduction of new tactical watch faces designed specifically for the Ultra model. These faces offer customizable complications for altitude, barometric pressure, and compass readings, catering to adventurers and professionals. The software polish ensures that the Galaxy Watch Ultra 2 is not just a hardware beast but also a smart companion.

Should You Upgrade from Last Year’s Watch Ultra?

If you currently own the original Galaxy Watch Ultra, the decision to upgrade depends on your priorities. The 36% battery boost and Snapdragon Wear Elite processor are substantial improvements that will noticeably enhance daily use and longevity. However, if you’re satisfied with your current watch’s performance and battery life, the design changes and software updates might not be enough to justify the cost. For new buyers or those coming from older Samsung watches, the Galaxy Watch Ultra 2 is shaping up to be the most complete smartwatch on the market. As always, wait for official reviews, but these leaks suggest Samsung is taking the smartwatch game to the next level.

Watch the full video breakdown above to see all the leaked details and decide if the Galaxy Watch Ultra 2 is your next wearable.

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8 Claude AI Side Hustles That Can Replace Your Full-Time Income

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What if your side hustle could actually replace your 9-to-5? For many, the dream of financial freedom feels just out of reach—but a new wave of AI-powered opportunities is changing the game. In a recent deep dive, entrepreneur and content strategist Shane Hummus breaks down eight Claude AI side hustles that have the potential to generate a full-time income. Whether you’re a complete beginner or a seasoned freelancer, these strategies offer a fresh path to earning serious money with minimal upfront investment.

Building on the growing trend of AI-assisted work, Hummus emphasizes that Claude AI isn’t just a chatbot—it’s a versatile tool that can automate, enhance, and even create entire income streams. From turning junk into hidden value to building apps without writing a single line of code, the video reveals real-world examples of people who have transformed their financial lives. Let’s explore the most compelling opportunities.

Why Claude AI Side Hustles Are Gaining Momentum

The rise of large language models has democratized access to high-income skills. Unlike traditional side hustles that require specialized knowledge or significant capital, Claude AI side hustles leverage the power of artificial intelligence to perform tasks that once demanded hours of human effort. As a result, individuals can now offer services like content creation, data analysis, and even software development at a fraction of the cost and time.

Hummus points out that many people approach AI side hustles incorrectly—they try to use the tool as a magic bullet without understanding the market. However, those who succeed treat Claude as a co-pilot, combining its efficiency with their own expertise. For example, one entrepreneur scaled a business after a single order by using Claude to automate customer communication and product descriptions. This blend of human insight and machine speed is the secret sauce behind the most profitable ventures.

The Most Lucrative Claude AI Side Hustles You Can Start Today

1. Content Creation and Freelance Writing

One of the most accessible Claude AI side hustles is content creation. Brands are constantly hungry for blog posts, social media captions, and email newsletters—and they pay well, even if you have zero followers. Hummus highlights a creator who films what he’s already doing and repurposes the footage into paid content using Claude for scripting and editing. The key is to focus on “boring” niches like finance, real estate, or legal advice, which often outperform flashy topics because the audience is willing to pay for expertise.

2. Building No-Code Apps and Tools

Perhaps the most surprising opportunity is app development without coding. Hummus shares the story of someone with zero programming background who built a functional app using Claude’s guidance. By describing the desired functionality to the AI, users can generate code snippets, design layouts, and even debug errors. This opens the door to creating tools that work for you while you sleep—think calculators, schedulers, or niche marketplaces. The potential for passive income is enormous, especially if you solve a specific problem for a loyal audience.

3. Turning Knowledge into Courses and Coaching

Another powerful Claude AI side hustle involves packaging your life lessons into digital products. Hummus recounts how a man facing a layoff turned his hardest experience into a paid online course. With Claude’s help, he structured the curriculum, wrote lesson scripts, and even created marketing copy. The result? A steady stream of income from people eager to learn from his journey. This approach works for any skill—from parenting hacks to career transitions—as long as you can articulate the value clearly.

4. Local Business Automation Services

Small businesses often struggle with repetitive tasks like responding to reviews, generating invoices, or scheduling appointments. By offering Claude-powered automation services, you can charge a monthly retainer to handle these chores. Hummus calls this a “low-competition local business hack” that almost anyone can start. All you need is a basic understanding of Claude’s capabilities and a willingness to pitch to local coffee shops, gyms, or dental offices. The recurring revenue model makes this one of the most stable side hustles on the list.

How to Choose the Right Claude AI Side Hustle for You

With so many options, it’s easy to feel overwhelmed. However, the most successful practitioners focus on one niche and master it before expanding. Start by assessing your existing skills and interests. If you enjoy writing, dive into freelance content creation. If you love solving problems, explore no-code app building. Remember, the goal is not to replace a job overnight—it’s to build a sustainable income stream that grows over time.

Hummus also advises against chasing trends. Instead, look for “boring” niches that have consistent demand but low competition. For example, helping real estate agents draft listing descriptions or assisting therapists with session notes can yield higher returns than trying to become the next viral TikTok star. The beauty of Claude AI side hustles is that they reward reliability and quality, not flashiness.

Take the First Step Toward Financial Freedom

The era of AI-powered side hustles is just beginning. Whether you’re a stay-at-home parent, a college student, or a professional looking to diversify your income, the tools are now within reach. By leveraging Claude AI, you can turn your spare hours into a profitable venture—and potentially replace your full-time job in the process.

To see the full breakdown and hear the inspiring stories behind each strategy, watch the video. It’s packed with actionable tips and real-world examples that will motivate you to start today.

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