New blog post just dropped on the site, and I'll be real with you — the numbers in this one actually surprised me. We've all heard the narrative. AI replaces people, cuts costs, transforms business. That's what every earnings call and tech keynote has been screaming for two years straight. Turns out the math doesn't work yet. The kicker? Nvidia's own VP of Applied Deep Learning — the guy at the company selling every GPU on the planet — said running AI costs his team more than paying the humans who build it. Not a startup struggling with scale. Nvidia. And they're not alone. Uber blew through their entire 2026 AI budget by Q2 — on tokens, not headcount. A four-person startup hit $113K in AI costs in a single month. An MIT study found AI is only economically viable in about 23% of vision-related roles. For the other 77%, humans are still cheaper. So the companies that laid people off to "invest more in AI" may have just ended up with a more expensive system than what they started with. Before you roll your eyes — I'm not saying AI is useless. Far from it. What I'm saying is: the way you use it matters a lot more than the amount you spend on it. The playbook that actually works (from the blog): - 🎯 Use AI for specific bottlenecks, not entire workflows - 💰 Track token spend like any other COGS — cap it, know your numbers - 🧠 Optimize for augmentation, not replacement Right now AI is a premium product, not a cost-saving one. That's fine — every new technology starts there. The mistake is pretending otherwise. The full post has a five-step playbook and some genuinely useful breakdowns. Worth a read if you're trying to figure out where AI actually fits in your business right now: 🔗 amplifyaiworkshop.blog 👇 What's your take? Anyone else noticing AI costs creeping up faster than expected?

YOUR NEW AI TEAMMATE NEVER SLEEPS Alright, so I just stumbled onto something that is actually going to blow your mind. Seriously, I’m a little too excited about this right now! Imagine it’s 11:47 PM. You’re fast asleep. Your laptop is closed. But your AI? It’s still grinding away—researching your next post and drafting client updates like a total pro. THIS IS NOT JUST ANOTHER CHATBOT So, let me introduce you to Hermes Agent. It’s an open-source, self-hosted powerhouse that basically acts like a night-shift teammate who doesn't need caffeine to stay awake. Just to be clear, this isn't some fragile automation chain that breaks if you look at it wrong. It’s a system that remembers context and turns your best workflows into actual reusable skills. WHY EVERYONE IS SIDE-EYEING OPENCLAW Okay, there’s a big reason why people are starting to look at tools like OpenClaw and thinking, "Wait, why am I still using this?" Hermes is just built different: 👉 It learns from you and gets smarter every time you use it. 👉 It pings you on Telegram only when it needs a quick "yes" or "no" to keep moving. 👉 You own the whole setup because it’s self-hosted. 👉 It handles the boring stuff while you’re literally unconscious. CHECK OUT THE FULL BREAKDOWN I just finished a deep dive blog post comparing Hermes Agent vs. OpenClaw so you can see exactly why this is a game-changer for your workflow. Read the full post here: https://amplifyaiworkshop.blog/hermes-agent-vs-openclaw/ Alright, I need to know—are you ready to hire an AI teammate that works while you sleep, or are you sticking with the basic bots? Let’s talk in the comments!

So, imagine waking up and checking your email, only to see a Google Cloud billing alert that looks like it belongs to a Fortune 500 company. You open the console and realize someone is running thousands of Gemini requests through your account. Except it isn’t you. It’s an attacker who found an old API key you forgot about years ago, and they are having a field day on your dime. This actually happened to me 3 times in the last month. Fortunately my bills were less than $500 but it could have been MUCH WORSE! THE AIZA PROBLEM Alright, just to be clear, this is actually happening to real developers right now. Attackers are hunting for older Google Cloud keys—the ones that usually start with AIZA—and using them to call expensive Gemini endpoints. We’re talking about people getting handed five and six-figure bills for usage they didn't even authorize. The kicker? Some folks are reporting that Google support is initially refusing to waive the charges. They're leaning on the "shared responsibility" model, which is a fancy way of saying "you left the door unlocked, so the bill is your problem." Not exactly the vibe we want when building with AI. HOW TO PROTECT YOUR BILLING ACCOUNT Okay, I don't want anyone in our community staring at a heart-attack-inducing bill. Here is the move: 👉 Go through your old Google Cloud projects and delete any keys you aren't actively using. 👉 Set strict billing alerts and usage quotas so it's literally impossible to run up a massive bill overnight. 👉 Use the Google Cloud API restrictions to make sure your keys can only call the specific services you need. I put together a full breakdown of what’s happening and how to secure your setup over on the blog. CHECK OUT THE FULL POST HERE: https://amplifyaiworkshop.blog/gemini-api-keys-billing/ So, just out of curiosity... how many "test" projects do you have sitting in your Google Cloud console right now? Might be a good time to do some digital housecleaning!

Stop renting your chatbot's brain. Okay, so we’ve all seen those "easy" 3rd party chatbot builders that pop up every five minutes. They’re great until that company decides to pivot or just disappears into the digital void, taking your bot and all its training with it. Alright, the better move is to use Claude Code to build your own custom, standalone chatbot. Instead of relying on a middleman, you’re creating a proprietary "brain" that lives on your site and actually belongs to you. Just to be clear, here is why this is a game-changer: * 🧠 No Hallucinations: The bot only knows what you tell it about your business, so it won’t start recommending your competitors. * 🛠️ Total Control: You own the logic and the memory, meaning it’s streamlined exactly for your needs. * 🔒 Platform Independence: You aren't at the mercy of a 3rd party's pricing hikes or server meltdowns. We’ve started developing our support widgets this way and they are working out great. If you want to see how they handle themselves, give the bots at https://bannerkitai.com or https://classicsremembered.com a quick test drive. They are hyper-focused and don't get distracted by the rest of the internet. It's a much cleaner experience for the user. What’s your biggest hesitation when it comes to building your own custom AI tools instead of using a "wrapper" service? Let's chat about it below!

One of the tools that I created just for me is a Skool Post Generator. Don't let looks deceive you. There is a LOT going on behind the scenes with this tool. It has my writing style and persona and uses one of my Gemini API keys to write most of my Skool posts for me so that I don't have to sit there and spend so much time being creative. I normally don't like content generators except if they read like I write. I created it as a timesaver. It also scrapes URL that I give it to help summarize the information into a post that is acceptable. That said...WHAT IF I created a version that includes the private Git repository and config parameters where YOU can use your own API key and persona? I'll even give you some training on how to create a writing persona (i.e. - your writing voice) so that you can give it a brain and personality that sounds like you. I'm not going to just give away but I will let you name your price for it. Let me know your thoughts before I make it portable for others to use. P.S. - Almost every post I've written in this community over the last few months is produced using this tool.