AI-native development in 2026 is no longer about writing better prompts. It is about orchestrating agents effectively. While experimenting with Antigravity and CLI-based agents, I kept running into the same issues: - Skills ignored mid-conversation - Rules silently dropped - Infinite loops - Agents working hard on the wrong task It looked like a model problem. It was actually an orchestration problem. So instead of endlessly tuning prompts, I built oh-my-ag, a role-based orchestration layer that provides structured collaboration by default. [What it does] - Orchestrator controls the overall workflow - PM decomposes requirements - Frontend, Backend, and Mobile implementation - QA validates against requirements - Debug analyzes failures - Shared Serena Memory preserves decisions and context [Why it matters] - Reduces model volatility risk - Makes human oversight explicit - Removes repetitive prompt setup work - Supports Gemini CLI, Claude CLI, and Codex CLI This is designed around full-stack development and has been handling 50+ commits per day in real projects. If you're already using Antigravity, stop fighting prompts. Start orchestrating agents. Feedback welcome.

oh-my-ag

Stop Wrestling with Prompts. Use "/coordinate" with 6 agents

Stop Wrestling with Prompts. Use "/coordinate" with 6 agents