Hello everyone! I’m new to AI automation and super excited to dive in. I would love to have some advice on where to begin, should I start with something like n&n or jump straight into tools like Claude AI or Codex? What’s a best path for a beginner in this space? Thank you in advance 🙏

Huge shoutout to the Top 5 Members of AI Automation Society for May! These are the people leading the way, sharing knowledge, and helping spread the AIS culture: 1️⃣ @Muskan Ahlawat – Back to back at #1 with a massive +7,418! 🔥 2️⃣ @Christian Rivadeneira – Top 5 AGAIN 🔥 3️⃣ @Frank van Bokhorst – Top 5 AGAIN 🔥 4️⃣ @Sam Alder – Top 5 AGAIN 🔥 5️⃣ @Shihab Sakif – Called it! Last month you just missed the Top 5, this month you broke through. 👏 And a special mention to @Chris Jadama, who takes 6th and just missed the Top 5. We're rooting for you to break through in June! 👏 Keep contributing, sharing wins, and helping others grow! Our community gets better because of you. Let's keep building, keep learning, and keep spreading that AIS energy. 🚀 Cheers, Nate P.S., @Yash Chauhan is an AIS community manager, so his points don't count towards this ranking.

Claude Opus 4.8 added dynamic workflows to Claude Code, and they look a lot like skills, subagents, agent teams, and the /goal feature, so it's easy to get confused about when you'd actually reach for one. In this video I break down what dynamic workflows really are, how they stack up against everything else on the complexity ladder, why one prompt burned through half my $200 monthly plan, and the simple question I ask before deciding if a job is even worth a workflow. I also cover the hidden stuff like ultracode mode and /deep-research so you don't accidentally torch your session limit.

In this video I show you how I turned Claude Opus 4.8 into my full AI operating system that runs my businesses, holds all my context, and replaces the constant tab switching between apps. I walk through the Four C's I use to build it (context, connections, capabilities, cadence), the mindset shift of working out of Claude Code by default, how I organize files and skills, and the bike method for safely giving agents more autonomy. By the end you'll know exactly how to set up your own AI OS and the trap to avoid when you start handing it real keys. GITHUB REPO