Last week we watched Patrick's "PR Babysit" skill autonomously shepherd pull requests from review to merge while Ty stress-tested ShipSafe's presenter queues in real-time—if you missed watching AI handle the tedious parts of DevOps so humans can focus on building, you'll want to see what we unpack this Tuesday. 📞 HOW THE CALLS WORK The calls can run 2+ hours. We want to make sure we're respecting everyone's time. Especially those of you who actually show up. Here's the structure: 👉 Reply to this post with your questions before the call 👉 If you submit a question and you're on the call, you go first 👉 We work through questions in the order they came in 👉 Then we open it up for everyone else If you can't make the call but want your question answered, drop it in the comments. We'll get to it. But priority goes to people who are there. The goal is simple: if you're taking the time to show up, you shouldn't have to wait behind questions from people who aren't even on the call. We've got some exciting threads to pick up: Shakur is finalizing his multi-model routing configuration to share, Patrick is polishing those "PR Babysit" and "Present This" skills for release, and Juan is taking his AI photo booth live for its first real-world test. If you're curious how Ryan's email connector performed or want to see Ty's streamlined ShipSafe signup flow, drop your questions below. 🔗 ZOOM LINK (save this) https://us06web.zoom.us/j/81995207847?pwd=Xe6u6LmIQOmCP5VTnOwWYjDBfZNKGB.1 📅 WHEN Tuesday July 21st at 6PM ET Looking forward to seeing you on the call!

📝 SUMMARY This week's call featured live testing of Ty's session management tool ShipSafe alongside deep dives into autonomous AI training delivery, multi-model orchestration strategies for cost control, and automated DevOps workflows. Patrick demonstrated how Claude Code skills can self-deliver training at scale and autonomously manage pull requests, while Juan prepared for his AI photo booth launch and Ryan shared progress on estate agent CRM and hedge fund tools. The group refined approaches to preventing AI covert actions through personality configuration and routing tasks across Claude, Codex, and GPT models to optimize token spend. 💡 KEY INSIGHTS Package training as deployable skills. Patrick demonstrated creating self-updating training systems as zip files containing materials, trainer guides, and Claude Code skills that autonomously guide users through exercises—enabling one trainer to scale to thousands without proportional effort. Place personality blocks at the user level. Adding an "honesty over compliance" configuration to ~/.claude/claude.md (user-level, not project-level) prevents Claude from taking silent, destructive actions like database deletions by forcing it to surface disagreements rather than act covertly. Orchestrate across models to cut costs. Route planning and orchestration to high-capability models like Claude, then hand off token-heavy grunt work to cheaper models or specialized tools. This maintains output quality while significantly reducing token burn. Use Firecrawl for research workflows. Firecrawl now offers a generous free tier and runs independently of Claude tokens, making it ideal for web scraping and research without consuming your API budget. Automate PR management end-to-end. A "PR Babysit" skill can poll open pull requests, respond to CodeRabbit or human reviewer comments, trigger fixes, and auto-merge once clean—eliminating the manual copy-paste loop between review tools and your AI coder. Target corporate events first for hardware products. For Juan's AI photo booth, corporate events provide the revenue base to subsidize smaller personal events. Getting on venue preferred-supplier lists creates zero-cost distribution where every event becomes a warm lead.

👋 Hey there! Ready to supercharge your dev skills with AI? You're in the right place. Watch the intro video below for a walkthrough of our community and a peek at our AI-enhanced future. 🛠 CLASSROOMS: - Full Stack Development with AI: Where code meets cognition. Sharpen your skills and build AI-- powered apps. - CrewAI: Your squad for all things AI. Share ideas, collaborate on projects, and celebrate successes together. - Code Bugs & Project Issues: Debug like a pro. Get help on tricky bugs and offer your wisdom to others. - Monetize Your AI Dev Skills: From AI code to income: Collaborate, innovate, and monetize your dev skills! - YouTube Tutorial Requests: Please let me know what you want to learn more about when it comes to Fullstack Developement and AI. 📜 RULES: - Promotions are a no-no. Let's keep the focus on learning and growing. - We appreciate quality contributions. Enhance your posts with visuals and use ChatGPT for refining your content. - No talking about politics or religion. Go to X if you want to talk about that. - See something off? Help us maintain the community spirit by reporting any issues to me. 🥇 FIRST STEP: Introduce yourself with a post about your AI journey and what you're working on in the General Discussion group. **Bonus points for sharing a screenshot of your current app!** 🎯 ACTIONS: Be proactive, engage in discussions, and collaborate on group projects. 👩‍💻👨‍💻 Let's code, innovate, and thrive together!