I've been working on something behind the scenes for a while now, and this week it became official. I closed a deal on a project where I'm coming in as a silent equity partner, not just a contractor or a builder. That distinction matters to me. Going from "hired to build" to "invested in the outcome" is a completely different game. It means someone looked at what I bring to the table and said, "We don't just want your skills on this. We want you at the table." I wish I could share more about the project itself. The reality is there's an NDA in place and the intellectual property involved means I need to keep the specifics under wraps. What I can tell you is that it's a substantial project, it's been months in the making, and I believe in what we're building. Here's what I want to say to this community though. A year ago, I wouldn't have been in the room for a conversation like this. The skills I've built, the confidence to position myself as more than just a service provider, the understanding of how to scope and structure a deal like this. A lot of that came from being around people in this group who are doing real work and sharing openly about it. So this isn't just a personal win. It's a reminder that showing up consistently, contributing when nobody's watching, and investing in yourself actually compounds. It did for me. More details when the NDA allows. For now, I just wanted to share the win and say thank you to everyone here who's been part of the journey, whether you know it or not. Appreciate all of you. Special thanks to: @Nate Herk @Yash Chauhan @Nick Mohler @Michael Wacht @Usman Mohammed @Mike AI Consultant @Mike Thomson @Muskan Ahlawat "As iron sharpens iron, so one person sharpens another."

Hey guys, I got a question. Can we use cloud code to build any kind of automations like N8N or just to build websites, landing pages and stuff like this. Did any one build automations with cloud code here?

Google just dropped Gemini Embeddings 2, a new model that natively understands images, videos, and text all at once. In this video I use it with Claude Code to build a full visual search engine from scratch. The crazy part is you don't have to build any of the chunking or ingestion pipeline yourself anymore. Just describe what you want, point it at your files, and Claude Code handles everything. It extracts content from images, generates descriptions, builds out your Pinecone vector database, all of it. You basically just throw everything you want to be searchable at it and it works. This is a massive unlock for anyone building with RAG.