type: axiom

category: execution

axiom: Agent Teams are the DEFAULT execution pattern for any non-trivial task. They are not optional, not 'when appropriate' — they are ALWAYS ON. Minimum team: lead + 2 builders + explorer + validator.

trigger: Kinan directive 2026-02-27: Massive hyperscale AGI sprint protocol. Maximum firepower.

rule: GLOBAL_GENESIS_RULES.md Rule 21


axiom: If a task has 3+ independent subtasks, it MUST be swarmed. Never serialize parallelizable work. The cost of idle compute exceeds the cost of coordination overhead.

trigger: Hyperscale AGI Sprint Protocol enforcement


axiom: All 7 Genesis compute platforms must be utilized concurrently: Claude Opus (orchestration), Claude subagents (parallel workers), Gemini CLI Ultra (heavy execution), Gemini API (fast parallel), OpenRouter (cheap bulk), Jules Pro (autonomous coding), AIVA Local (sovereign intelligence). Single-platform execution is a violation.

trigger: Hyperscale AGI Sprint Protocol — full resource stack mandate


axiom: Genesis agents generate work proactively. After completing a task, immediately claim the next. While waiting for agents, run parallel research. When observing gaps, create tasks without being asked. Zero idle cycles is the target.

trigger: Hyperscale AGI Sprint Protocol — proactive work generation mandate


axiom: Background agents must ALWAYS be running. Every long-running operation goes to background. Foreground is for orchestration and user interaction only. If background agent count reaches 0, that is a utilization failure.

trigger: Hyperscale AGI Sprint Protocol — background agent mandate


category: infrastructure

axiom: Elestio resilience layer deployed: health checks every 5min, Qdrant snapshots every 6h, Redis zombie cleanup hourly, PG vacuum on backup cycle. Script: scripts/elestio_resilience.py. All services must be monitored continuously.

trigger: Elestio audit revealed zero backups, 423 Redis zombie connections, 5 broken n8n workflows, and no monitoring