Yesterday, my team and I won 1st place at a mini hackathon! 🔥 The challenge was to build a fully local RAG agent using Python, all under time pressure. What made this one special for me was realising how much my past learning paid off. I’ve been spending time exploring AI automations, mostly with tools like n8n, and those same concepts helped me understand how RAG agents work at a deeper level. So even though everyone started from the same point, I could quickly connect the dots on vector stores, retrieval logic, and embeddings, which made a real difference during the build. It reminded me that every small thing you learn compounds, even if you’re experimenting with no-code tools. The mindset and problem-solving carry over when you start coding. And the best part? Each of us walked away with a brand new MX Master 4 as the prize. 🖱️

Thanks to your support and the knowledge shared here, I won a $300 prezzie card for my business presentation in front of a tough panel. And a special massive thanks to my wonderful bro, Liam, for always having my back, you did get a mention. This win belongs to all of us! Onwards and upwards. Keep putting yourself out there and having the courage to share your insights.

Hey guys, Big personal win for me. I published my first youtube video showcasing a n8n lead qualification workflow. Enjoy! Video: https://www.youtube.com/watch?v=aCPKYbB1J04&t=4s -Brad

Hey everyone! We’re working on a few updates to make it easier for you to ask questions, share wins, and get support without overthinking where to post. To help with this, we want to know: Which of these channels do you naturally use the most? (So we can really shape this community around your needs) Let us know with one click. Thanks a lot. Liam 💪

Hey team, Off the back of your feedback, we’ve made some changes to the community layout to make things simpler, more intuitive, and easier to navigate. The goal is to eliminate second-guessing about where to post and help you get the most out of the space. Here’s what’s changing: 📌 Announcements Your go-to channel for all major updates. I’ll start sharing more content on what we’re building across the AAA Accelerator and Morningside AI, so you can directly learn how I am growing my companies and get inspired to grow your own. This is where I will share my latest YouTube videos as well. Check this regularly so you’re always in the loop. 🧠 Business & Strategy Use this to talk about your offer, marketing strategies, business models you're exploring, and get feedback from others building too. 🤖 Tech & Tools All things tech: automation, dev, tools, workflows. Keep the nerd talk here. 🏆 Wins Big or small, share them here. Let’s hype each other up. 🎥 YouTube Resources As always, your go-to channel for all the resources I use, coming from my YouTube videos. 🧰 Job Board / Hiring Hiring? Looking for work? Offering your skills? Post it here. ❓ Ask for Help Stuck on something? Drop your question here and let the community jump in. This is a community-led channel so don’t be afraid to ask or dissect problems together. These changes go live in the next 24-48 hours. If you have any open threads or discussions you want to save, please do that now. Let’s keep it sharp and make this space work even better for all of us. Liam 💪