Opening ARVO beta this week: Lifetime free access for first 100 users
Hey Product Hunt! 🚀 After 6 months of solo building, ARVO is ready for beta testing. What is ARVO? An AI workout coach that gives you real-time, set-by-set guidance. Think: personal trainer in your pocket, but free for beta users (vs $150/session for real PT). How it works: 1. You finish a set (e.g., bench press: 100kg x 8 reps) 2. Log your RIR (Reps in Reserve: could've done 3 more) 3. AI...
Building real multi-agent AI: 5 lessons from the trenches (+ questions for you)
I built a multi-agent orchestration system and turned the dev “exhaust” (tests, Git commits, CLI docs) into a free ebook. It’s not theory: it documents the architecture, failures, refactors and ops decisions that made it production-ready. 5 lessons that actually moved the needle 1. Architecture > prompts. The wins came from memory, quality gates, orchestration, and service layers—not “better...
Built a multi-agent AI system — and had AI write the book about it
TL;DR I built a multi-agent AI orchestration system and let AI generate an ebook from real tests, Git commits, and CLI-generated docs. Free, practical, and very “in the trenches”. What it is AI Team Orchestrator — an AI-generated “captain’s log” of the build: architecture, failures, fixes, and lessons learned. Why it’s different Not theory. It’s compiled from the actual dev exhaust...