swarms (@swarms_corp): Introducing Swarms v11: The Next Leap in Multi-Agent Infrastructure 🦀👾
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Introducing Swarms v11: The Next Leap in Multi-Agent Infrastructure 🦀👾 Swarms v11 represents a major leap in multi-agent orchestration, introducing 3 new swarm architectures, expanded HeavySwarm scaling (up to 16 agents), and numerous infrastructure and security improvements across the framework. Across a five-week cycle spanning 120 commits and 35 pull requests, the framework was extensively stabilized and hardened for long-running, parallel, high-reliability execution in production environments. Highlights: - New swarm architectures: AdvisorSwarm, PlannerWorkerSwarm, PlannerGeneratorEvaluator - HeavySwarm upgraded with Grok 4.20 Heavy integration + configurable 4-agent and 16-agent execution modes - Core infrastructure upgrades: GraphWorkflow checkpointing + topology serialization, concurrent AgentRearrange execution - Security & stability: fixes for YAML injection, SSRF, shell injection, auth cache vulnerabilities, and critical runtime bugs Learn more in our article ⬇️