axiom: Hyperscale AGI Sprint is a HARDWIRED global rule. All agents must proactively spawn teams and swarms for maximum parallelism. Single-agent execution on multi-step tasks is FORBIDDEN.


axiom: Zero idle compute cycles. If Claude is orchestrating, Gemini CLI should be executing. If agents are running, spawn more agents on independent work. Every second of idle compute = lost revenue velocity.


axiom: Use ALL 7 compute platforms concurrently: Claude Opus (orchestrate), Gemini API (fast tasks), Gemini CLI Ultra (tmux heavy execution), OpenRouter MiniMax M2.5 (bulk cheap), Jules Pro (coding), AIVA Local Qwen3 (on-device). Route by cost-capability fit.


axiom: Proactive agent teams are the DEFAULT execution mode. For ANY task with 3+ steps, spawn a team. For ANY task with independent sub-tasks, parallelize via agent swarms. Ask forgiveness not permission on team creation.