Multi-Agent Systems
4 posts tagged #multi-agent-systems
4 posts on Multi-Agent Systems, 2 of them in the AI Agent Architecture & Frameworks pillar, with 1 in Production AI Engineering — most read: “AI Agent Swarm Patterns 2026: Topologies and Failure Modes” and “LangGraph vs CrewAI 2026: Agent Framework Comparison”.
AI and Machine Learning AI Agent Swarm Patterns 2026: Topologies and Failure Modes
AI agent swarm coordination patterns decide whether your multi-agent system converges or spirals. Here are the topologies, stop conditions, budget caps, and failure modes most teams don’t test in 2026.
AI and Machine Learning LangGraph vs CrewAI 2026: Agent Framework Comparison
LangGraph wins for production systems requiring precise control flow and stateful orchestration; CrewAI wins for teams who need fast, role-based multi-agent prototypes without deep graph theory. Here's what the benchmarks and real workloads reveal.
AI and Machine Learning How to Build a Multi-Agent AI System in Python
Single-agent LLM wrappers are already obsolete. The real shift is orchestrating teams of specialized AI agents, and this guide compares CrewAI, LangGraph and the now-archived AutoGen for production use.
AI and Machine Learning Multi-Agent AI Systems: Moving From Demos to Production
Multi-agent AI systems are moving into production. Here is what it takes to build, orchestrate, and scale agent systems beyond the demo stage.
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