Open-source, enterprise-grade AI agent orchestration
From zero to autonomous multi-agent fleet in minutes
Install OMP CLI via npm or bun
5-minute guide to your first swarm
config.yml, presets, and models
Write and run your first swarm.yaml
L0-L6 layered system design
LiteLLM proxy, routing, budgets
beads CLI, DAG execution
Mnemopi + Knowledge Gardener
Swarm YAML, parallel/DAG patterns
Pheromone, EMA, cascade
Docker control plane, baseline snapshots
Conversation vs worker model separation
Session capture, vault structure
Toggle script, optimization categories
REST API, auth, health endpoint
Task management commands
Config reference, swarm schema
ntfy integration, event format
Technical overview and design rationale
Product requirements document
31-section canonical config document
Version history